<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
<html xmlns="http://www.w3.org/1999/xhtml">
<head>
<meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/>
<meta http-equiv="X-UA-Compatible" content="IE=9"/>
<meta name="generator" content="Doxygen 1.8.11"/>
<title>CUTLASS: tensor_fill.h Source File</title>
<link href="tabs.css" rel="stylesheet" type="text/css"/>
<script type="text/javascript" src="jquery.js"></script>
<script type="text/javascript" src="dynsections.js"></script>
<link href="search/search.css" rel="stylesheet" type="text/css"/>
<script type="text/javascript" src="search/searchdata.js"></script>
<script type="text/javascript" src="search/search.js"></script>
<script type="text/javascript">
  $(document).ready(function() { init_search(); });
</script>
<script type="text/x-mathjax-config">
  MathJax.Hub.Config({
    extensions: ["tex2jax.js"],
    jax: ["input/TeX","output/HTML-CSS"],
});
</script><script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js"></script>
<link href="doxygen.css" rel="stylesheet" type="text/css" />
</head>
<body>
<div id="top"><!-- do not remove this div, it is closed by doxygen! -->
<div id="titlearea">
<table cellspacing="0" cellpadding="0">
 <tbody>
 <tr style="height: 56px;">
  <td id="projectlogo"><img alt="Logo" src="cutlass-logo-small.png"/></td>
  <td id="projectalign" style="padding-left: 0.5em;">
   <div id="projectname">CUTLASS
   </div>
   <div id="projectbrief">CUDA Templates for Linear Algebra Subroutines and Solvers</div>
  </td>
 </tr>
 </tbody>
</table>
</div>
<!-- end header part -->
<!-- Generated by Doxygen 1.8.11 -->
<script type="text/javascript">
var searchBox = new SearchBox("searchBox", "search",false,'Search');
</script>
  <div id="navrow1" class="tabs">
    <ul class="tablist">
      <li><a href="index.html"><span>Main&#160;Page</span></a></li>
      <li><a href="modules.html"><span>Modules</span></a></li>
      <li><a href="namespaces.html"><span>Namespaces</span></a></li>
      <li><a href="annotated.html"><span>Classes</span></a></li>
      <li class="current"><a href="files.html"><span>Files</span></a></li>
      <li>
        <div id="MSearchBox" class="MSearchBoxInactive">
        <span class="left">
          <img id="MSearchSelect" src="search/mag_sel.png"
               onmouseover="return searchBox.OnSearchSelectShow()"
               onmouseout="return searchBox.OnSearchSelectHide()"
               alt=""/>
          <input type="text" id="MSearchField" value="Search" accesskey="S"
               onfocus="searchBox.OnSearchFieldFocus(true)" 
               onblur="searchBox.OnSearchFieldFocus(false)" 
               onkeyup="searchBox.OnSearchFieldChange(event)"/>
          </span><span class="right">
            <a id="MSearchClose" href="javascript:searchBox.CloseResultsWindow()"><img id="MSearchCloseImg" border="0" src="search/close.png" alt=""/></a>
          </span>
        </div>
      </li>
    </ul>
  </div>
  <div id="navrow2" class="tabs2">
    <ul class="tablist">
      <li><a href="files.html"><span>File&#160;List</span></a></li>
      <li><a href="globals.html"><span>File&#160;Members</span></a></li>
    </ul>
  </div>
<!-- window showing the filter options -->
<div id="MSearchSelectWindow"
     onmouseover="return searchBox.OnSearchSelectShow()"
     onmouseout="return searchBox.OnSearchSelectHide()"
     onkeydown="return searchBox.OnSearchSelectKey(event)">
</div>

<!-- iframe showing the search results (closed by default) -->
<div id="MSearchResultsWindow">
<iframe src="javascript:void(0)" frameborder="0" 
        name="MSearchResults" id="MSearchResults">
</iframe>
</div>

<div id="nav-path" class="navpath">
  <ul>
<li class="navelem"><a class="el" href="dir_4eeb864c4eec08c7d6b9d3b0352cfdde.html">tools</a></li><li class="navelem"><a class="el" href="dir_88de82f9e8d739a2f42f92d95f0d7933.html">util</a></li><li class="navelem"><a class="el" href="dir_7e9e609009df72bf6226de354e72c328.html">include</a></li><li class="navelem"><a class="el" href="dir_ade2f6ff57439d30f4164e14e54bcf30.html">cutlass</a></li><li class="navelem"><a class="el" href="dir_ff60863f958a43c892071bb1f8a4c81a.html">util</a></li><li class="navelem"><a class="el" href="dir_01de8928c960cafb028e5f164701e1de.html">reference</a></li><li class="navelem"><a class="el" href="dir_ebbbb6f6f10686db77ac27d0af6d8201.html">device</a></li>  </ul>
</div>
</div><!-- top -->
<div class="header">
  <div class="headertitle">
<div class="title">device/tensor_fill.h</div>  </div>
</div><!--header-->
<div class="contents">
<a href="device_2tensor__fill_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="comment">/***************************************************************************************************</span></div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;<span class="comment"> * Copyright (c) 2017-2019, NVIDIA CORPORATION.  All rights reserved.</span></div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="comment"> * Redistribution and use in source and binary forms, with or without modification, are permitted</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="comment"> * provided that the following conditions are met:</span></div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="comment"> *     * Redistributions of source code must retain the above copyright notice, this list of</span></div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="comment"> *       conditions and the following disclaimer.</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="comment"> *     * Redistributions in binary form must reproduce the above copyright notice, this list of</span></div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="comment"> *       conditions and the following disclaimer in the documentation and/or other materials</span></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;<span class="comment"> *       provided with the distribution.</span></div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="comment"> *     * Neither the name of the NVIDIA CORPORATION nor the names of its contributors may be used</span></div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;<span class="comment"> *       to endorse or promote products derived from this software without specific prior written</span></div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;<span class="comment"> *       permission.</span></div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="comment"> * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS &quot;AS IS&quot; AND ANY EXPRESS OR</span></div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;<span class="comment"> * IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND</span></div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;<span class="comment"> * FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL NVIDIA CORPORATION BE LIABLE</span></div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="comment"> * FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,</span></div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;<span class="comment"> * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS;</span></div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;<span class="comment"> * OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,</span></div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;<span class="comment"> * STRICT LIABILITY, OR TOR (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE</span></div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;<span class="comment"> * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.</span></div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;<span class="comment"> **************************************************************************************************/</span></div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;<span class="comment">/* \file</span></div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;<span class="comment">  \brief Defines device-side elementwise operations on TensorView. Note, the operations defined</span></div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;<span class="comment">    in this header are not specialized for any particular data layout and are therefore not</span></div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;<span class="comment">    intended to offer the best possible performance. Rather, they are intended to be generic</span></div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;<span class="comment">    reference implementations to support the CUTLASS unit tests.</span></div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;<span class="comment">*/</span></div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;</div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;<span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;</div><div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;<span class="preprocessor">#if !defined(__CUDACC_RTC__)</span></div><div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;</div><div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;<span class="comment">// Standard Library includes</span></div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;<span class="preprocessor">#include &lt;utility&gt;</span></div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;<span class="preprocessor">#include &lt;cstdlib&gt;</span></div><div class="line"><a name="l00039"></a><span class="lineno">   39</span>&#160;<span class="preprocessor">#include &lt;cmath&gt;</span></div><div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;<span class="preprocessor">#include &lt;type_traits&gt;</span></div><div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;<span class="preprocessor">#include &lt;cstdint&gt;</span></div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;</div><div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160;<span class="preprocessor">#endif</span></div><div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;</div><div class="line"><a name="l00045"></a><span class="lineno">   45</span>&#160;<span class="comment">// CUDA includes</span></div><div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;<span class="preprocessor">#include &lt;cublas_v2.h&gt;</span></div><div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;<span class="preprocessor">#include &lt;curand_kernel.h&gt;</span></div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;</div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;<span class="comment">// Cutlass includes</span></div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="cutlass_8h.html">cutlass/cutlass.h</a>&quot;</span></div><div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="array_8h.html">cutlass/array.h</a>&quot;</span></div><div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="tensor__view_8h.html">cutlass/tensor_view.h</a>&quot;</span></div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;</div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="device_2tensor__foreach_8h.html">cutlass/util/reference/device/tensor_foreach.h</a>&quot;</span></div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="distribution_8h.html">cutlass/util/distribution.h</a>&quot;</span></div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;</div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;</div><div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;<span class="keyword">namespace </span><a class="code" href="namespacecutlass.html">cutlass</a> {</div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;<span class="keyword">namespace </span>reference {</div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;<span class="keyword">namespace </span>device {</div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;</div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;</div><div class="line"><a name="l00066"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1reference_1_1device_1_1detail.html">   66</a></span>&#160;<span class="keyword">namespace </span>detail {</div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;</div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> FloatType&gt;</div><div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;CUTLASS_DEVICE</div><div class="line"><a name="l00070"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1reference_1_1device_1_1detail.html#aad6bb03250c194b0492e95836ff0670f">   70</a></span>&#160;<a class="code" href="structcutlass_1_1FloatType.html">FloatType</a> <a class="code" href="namespacecutlass_1_1reference_1_1device_1_1detail.html#aad6bb03250c194b0492e95836ff0670f">random_normal_float</a>(curandState_t *state) {</div><div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;  <span class="keywordflow">return</span> curand_normal(state);</div><div class="line"><a name="l00072"></a><span class="lineno">   72</span>&#160;}</div><div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160;</div><div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;<span class="keyword">template</span> &lt;&gt;</div><div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;CUTLASS_DEVICE</div><div class="line"><a name="l00076"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1reference_1_1device_1_1detail.html#a01407aef17bb71937749d54212a4e1dc">   76</a></span>&#160;<span class="keywordtype">double</span> <a class="code" href="namespacecutlass_1_1reference_1_1device_1_1detail.html#a01407aef17bb71937749d54212a4e1dc">random_normal_float&lt;double&gt;</a>(curandState_t *state) {</div><div class="line"><a name="l00077"></a><span class="lineno">   77</span>&#160;  <span class="keywordflow">return</span> curand_normal_double(state);</div><div class="line"><a name="l00078"></a><span class="lineno">   78</span>&#160;}</div><div class="line"><a name="l00079"></a><span class="lineno">   79</span>&#160;</div><div class="line"><a name="l00080"></a><span class="lineno">   80</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> FloatType&gt;</div><div class="line"><a name="l00081"></a><span class="lineno">   81</span>&#160;CUTLASS_DEVICE</div><div class="line"><a name="l00082"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1reference_1_1device_1_1detail.html#a51f1d0adae831ce5ec07dfbfb36b6408">   82</a></span>&#160;<a class="code" href="structcutlass_1_1FloatType.html">FloatType</a> <a class="code" href="namespacecutlass_1_1reference_1_1device_1_1detail.html#a51f1d0adae831ce5ec07dfbfb36b6408">random_uniform_float</a>(curandState_t *state) {</div><div class="line"><a name="l00083"></a><span class="lineno">   83</span>&#160;  <span class="keywordflow">return</span> curand_uniform(state);</div><div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;}</div><div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;</div><div class="line"><a name="l00086"></a><span class="lineno">   86</span>&#160;<span class="keyword">template</span> &lt;&gt;</div><div class="line"><a name="l00087"></a><span class="lineno">   87</span>&#160;CUTLASS_DEVICE</div><div class="line"><a name="l00088"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1reference_1_1device_1_1detail.html#a205da4816550538f0589fde5a43d34e8">   88</a></span>&#160;<span class="keywordtype">double</span> <a class="code" href="namespacecutlass_1_1reference_1_1device_1_1detail.html#a205da4816550538f0589fde5a43d34e8">random_uniform_float&lt;double&gt;</a>(curandState_t *state) {</div><div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;  <span class="keywordflow">return</span> curand_uniform_double(state);</div><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;}</div><div class="line"><a name="l00091"></a><span class="lineno">   91</span>&#160;</div><div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> Element&gt;</div><div class="line"><a name="l00093"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html">   93</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html">RandomGaussianFunc</a> {</div><div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;</div><div class="line"><a name="l00095"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#ac7cf68adaae0b16b1633a4e3f5d79aa5">   95</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#ac7cf68adaae0b16b1633a4e3f5d79aa5">FloatType</a> = <span class="keyword">typename</span> std::conditional&lt;(sizeof(Element) &gt; 4), <span class="keywordtype">double</span>, <span class="keywordtype">float</span>&gt;::type;</div><div class="line"><a name="l00096"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#ad4d61c5ff2534d18ce26fed88a17c937">   96</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#ad4d61c5ff2534d18ce26fed88a17c937">IntType</a> = <span class="keyword">typename</span> std::conditional&lt;(sizeof(Element) &gt; 4), int64_t, <span class="keywordtype">int</span>&gt;::type;</div><div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;</div><div class="line"><a name="l00099"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html">   99</a></span>&#160;  <span class="keyword">struct </span><a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html">Params</a> {</div><div class="line"><a name="l00100"></a><span class="lineno">  100</span>&#160;</div><div class="line"><a name="l00101"></a><span class="lineno">  101</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;    <span class="comment">// Data members</span></div><div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;</div><div class="line"><a name="l00105"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#abef0c9ca39d558549ab6ac3c5782b1a1">  105</a></span>&#160;    uint64_t <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#abef0c9ca39d558549ab6ac3c5782b1a1">seed</a>;</div><div class="line"><a name="l00106"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a07d12eba25e8e2e9da03ce735b1b8113">  106</a></span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#ac7cf68adaae0b16b1633a4e3f5d79aa5">FloatType</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a07d12eba25e8e2e9da03ce735b1b8113">mean</a>;</div><div class="line"><a name="l00107"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a4f65428502d1a20af1da9467705976c4">  107</a></span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#ac7cf68adaae0b16b1633a4e3f5d79aa5">FloatType</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a4f65428502d1a20af1da9467705976c4">stddev</a>;</div><div class="line"><a name="l00108"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a0f5b0c8508cd6d143da7bbe20b68a60c">  108</a></span>&#160;    <span class="keywordtype">int</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a0f5b0c8508cd6d143da7bbe20b68a60c">int_scale</a>;</div><div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;</div><div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00111"></a><span class="lineno">  111</span>&#160;    <span class="comment">// Methods</span></div><div class="line"><a name="l00112"></a><span class="lineno">  112</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00113"></a><span class="lineno">  113</span>&#160;</div><div class="line"><a name="l00115"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a18c7d6191e9334ecc64abeccc418fa42">  115</a></span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a18c7d6191e9334ecc64abeccc418fa42">Params</a>(</div><div class="line"><a name="l00116"></a><span class="lineno">  116</span>&#160;      uint64_t seed_ = 0,</div><div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;      Element mean_ = 0, </div><div class="line"><a name="l00118"></a><span class="lineno">  118</span>&#160;      Element stddev_ = 1,</div><div class="line"><a name="l00119"></a><span class="lineno">  119</span>&#160;      <span class="keywordtype">int</span> int_scale_ = -1</div><div class="line"><a name="l00120"></a><span class="lineno">  120</span>&#160;    ):</div><div class="line"><a name="l00121"></a><span class="lineno">  121</span>&#160;      seed(seed_), </div><div class="line"><a name="l00122"></a><span class="lineno">  122</span>&#160;      mean(static_cast&lt;<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#ac7cf68adaae0b16b1633a4e3f5d79aa5">FloatType</a>&gt;(mean_)), </div><div class="line"><a name="l00123"></a><span class="lineno">  123</span>&#160;      stddev(static_cast&lt;<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#ac7cf68adaae0b16b1633a4e3f5d79aa5">FloatType</a>&gt;(stddev_)), </div><div class="line"><a name="l00124"></a><span class="lineno">  124</span>&#160;      int_scale(int_scale_) {</div><div class="line"><a name="l00125"></a><span class="lineno">  125</span>&#160;</div><div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;    }</div><div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;  };</div><div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;</div><div class="line"><a name="l00129"></a><span class="lineno">  129</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00130"></a><span class="lineno">  130</span>&#160;  <span class="comment">// Data members</span></div><div class="line"><a name="l00131"></a><span class="lineno">  131</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00132"></a><span class="lineno">  132</span>&#160;</div><div class="line"><a name="l00134"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#acd40b7369356ac0ad4e83db8742677a5">  134</a></span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html">Params</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#acd40b7369356ac0ad4e83db8742677a5">params</a>;</div><div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;</div><div class="line"><a name="l00137"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#a52dd271db62c366ac41e84407b9176c3">  137</a></span>&#160;  curandState_t <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#a52dd271db62c366ac41e84407b9176c3">rng_state</a>;</div><div class="line"><a name="l00138"></a><span class="lineno">  138</span>&#160;</div><div class="line"><a name="l00139"></a><span class="lineno">  139</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00140"></a><span class="lineno">  140</span>&#160;  <span class="comment">// Methods</span></div><div class="line"><a name="l00141"></a><span class="lineno">  141</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00142"></a><span class="lineno">  142</span>&#160;</div><div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160;  CUTLASS_DEVICE</div><div class="line"><a name="l00145"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#a38bf4f3bfe2df73c264a23f3956a65fd">  145</a></span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#a38bf4f3bfe2df73c264a23f3956a65fd">RandomGaussianFunc</a>(<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html">Params</a> <span class="keyword">const</span> &amp;params): params(params) {</div><div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160;</div><div class="line"><a name="l00147"></a><span class="lineno">  147</span>&#160;    uint64_t gtid = threadIdx.x + blockIdx.x * blockDim.x;</div><div class="line"><a name="l00148"></a><span class="lineno">  148</span>&#160;</div><div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160;    curand_init(params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#abef0c9ca39d558549ab6ac3c5782b1a1">seed</a>, gtid, 0, &amp;rng_state);</div><div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;  }</div><div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;</div><div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160;  CUTLASS_DEVICE</div><div class="line"><a name="l00154"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#a8926a03c72ad2d9720dd1e4f39e0496e">  154</a></span>&#160;  Element <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#a8926a03c72ad2d9720dd1e4f39e0496e">operator()</a>() {</div><div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;</div><div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#ac7cf68adaae0b16b1633a4e3f5d79aa5">FloatType</a> rnd = random_normal_float&lt;FloatType&gt;(&amp;<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#a52dd271db62c366ac41e84407b9176c3">rng_state</a>);</div><div class="line"><a name="l00157"></a><span class="lineno">  157</span>&#160;    rnd = params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a07d12eba25e8e2e9da03ce735b1b8113">mean</a> + params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a4f65428502d1a20af1da9467705976c4">stddev</a> * rnd;</div><div class="line"><a name="l00158"></a><span class="lineno">  158</span>&#160;</div><div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;    Element result;</div><div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;    <span class="keywordflow">if</span> (params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a0f5b0c8508cd6d143da7bbe20b68a60c">int_scale</a> &gt;= 0) {</div><div class="line"><a name="l00161"></a><span class="lineno">  161</span>&#160;      rnd = <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#ac7cf68adaae0b16b1633a4e3f5d79aa5">FloatType</a>(<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#ad4d61c5ff2534d18ce26fed88a17c937">IntType</a>(rnd * <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#ac7cf68adaae0b16b1633a4e3f5d79aa5">FloatType</a>(<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#ad4d61c5ff2534d18ce26fed88a17c937">IntType</a>(1) &lt;&lt; params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a0f5b0c8508cd6d143da7bbe20b68a60c">int_scale</a>)));</div><div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;      result = Element(rnd / <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#ac7cf68adaae0b16b1633a4e3f5d79aa5">FloatType</a>(<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#ad4d61c5ff2534d18ce26fed88a17c937">IntType</a>(1) &lt;&lt; params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a0f5b0c8508cd6d143da7bbe20b68a60c">int_scale</a>));</div><div class="line"><a name="l00163"></a><span class="lineno">  163</span>&#160;    }</div><div class="line"><a name="l00164"></a><span class="lineno">  164</span>&#160;    <span class="keywordflow">else</span> {</div><div class="line"><a name="l00165"></a><span class="lineno">  165</span>&#160;      result = Element(rnd);</div><div class="line"><a name="l00166"></a><span class="lineno">  166</span>&#160;    }</div><div class="line"><a name="l00167"></a><span class="lineno">  167</span>&#160;</div><div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;    <span class="keywordflow">return</span> result;</div><div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;  }</div><div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;};</div><div class="line"><a name="l00171"></a><span class="lineno">  171</span>&#160;</div><div class="line"><a name="l00173"></a><span class="lineno">  173</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00174"></a><span class="lineno">  174</span>&#160;  <span class="keyword">typename</span> Element,               </div><div class="line"><a name="l00175"></a><span class="lineno">  175</span>&#160;  <span class="keyword">typename</span> Layout&gt;                </div><div class="line"><a name="l00176"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc.html">  176</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc.html">TensorFillRandomGaussianFunc</a> {</div><div class="line"><a name="l00177"></a><span class="lineno">  177</span>&#160;</div><div class="line"><a name="l00179"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc.html#a4e19b8ec26cf40730c265a447ae95ecf">  179</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a> = <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a>;</div><div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;</div><div class="line"><a name="l00182"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc.html#a1115c17c1bda9905fa94efac275e0e97">  182</a></span>&#160;  <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classcutlass_1_1TensorView.html#afe228764eb67b664fb5ca320c092903b">TensorView::Element</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc.html#a1115c17c1bda9905fa94efac275e0e97">T</a>;</div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;</div><div class="line"><a name="l00185"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc.html#ad7feddc234aedf54b438e88b110201d5">  185</a></span>&#160;  <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classcutlass_1_1TensorView.html#a893017197cb29d46773feea6cdbb25db">TensorView::TensorCoord</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc.html#ad7feddc234aedf54b438e88b110201d5">TensorCoord</a>;</div><div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;</div><div class="line"><a name="l00187"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc.html#a411755eb3303cc9681111ac2fabb2a48">  187</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html">RandomFunc</a> = <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html">RandomGaussianFunc&lt;Element&gt;</a>;</div><div class="line"><a name="l00188"></a><span class="lineno">  188</span>&#160;</div><div class="line"><a name="l00190"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc_1_1Params.html">  190</a></span>&#160;  <span class="keyword">struct </span><a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc_1_1Params.html">Params</a> {</div><div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160;</div><div class="line"><a name="l00192"></a><span class="lineno">  192</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00193"></a><span class="lineno">  193</span>&#160;    <span class="comment">// Data members</span></div><div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00195"></a><span class="lineno">  195</span>&#160;</div><div class="line"><a name="l00196"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc_1_1Params.html#a31b62e533b7f93e634e3b6fd874d33fe">  196</a></span>&#160;    <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc_1_1Params.html#a31b62e533b7f93e634e3b6fd874d33fe">view</a>;</div><div class="line"><a name="l00197"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc_1_1Params.html#aa21637b631a16fc4e2860e27e422765b">  197</a></span>&#160;    <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html">RandomFunc::Params</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc_1_1Params.html#aa21637b631a16fc4e2860e27e422765b">random</a>;</div><div class="line"><a name="l00198"></a><span class="lineno">  198</span>&#160;</div><div class="line"><a name="l00199"></a><span class="lineno">  199</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00200"></a><span class="lineno">  200</span>&#160;    <span class="comment">// Methods</span></div><div class="line"><a name="l00201"></a><span class="lineno">  201</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00202"></a><span class="lineno">  202</span>&#160;</div><div class="line"><a name="l00204"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc_1_1Params.html#a3021a3a4f0da196005d8f17397c3d7c8">  204</a></span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc_1_1Params.html#a3021a3a4f0da196005d8f17397c3d7c8">Params</a>(</div><div class="line"><a name="l00205"></a><span class="lineno">  205</span>&#160;      <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a> view_ = <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a>(),</div><div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;      <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html">RandomFunc::Params</a> random_ = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html">RandomFunc::Params</a>()</div><div class="line"><a name="l00207"></a><span class="lineno">  207</span>&#160;    ):</div><div class="line"><a name="l00208"></a><span class="lineno">  208</span>&#160;      view(view_), random(random_) {</div><div class="line"><a name="l00209"></a><span class="lineno">  209</span>&#160;</div><div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;    }</div><div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160;  };</div><div class="line"><a name="l00212"></a><span class="lineno">  212</span>&#160;</div><div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;  <span class="comment">// Data members</span></div><div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;</div><div class="line"><a name="l00217"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc.html#a7310921bd7e3f168f2d89ad5a459a95a">  217</a></span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc_1_1Params.html">Params</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc.html#a7310921bd7e3f168f2d89ad5a459a95a">params</a>;</div><div class="line"><a name="l00218"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc.html#ab7a72f16421d8bc596af374af0fae1d1">  218</a></span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html">RandomFunc</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc.html#ab7a72f16421d8bc596af374af0fae1d1">random</a>;</div><div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;</div><div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;  <span class="comment">// Methods</span></div><div class="line"><a name="l00222"></a><span class="lineno">  222</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00223"></a><span class="lineno">  223</span>&#160;</div><div class="line"><a name="l00225"></a><span class="lineno">  225</span>&#160;  CUTLASS_DEVICE</div><div class="line"><a name="l00226"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc.html#a2d599a732c769984919c26578ed00d1c">  226</a></span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc.html#a2d599a732c769984919c26578ed00d1c">TensorFillRandomGaussianFunc</a>(<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc_1_1Params.html">Params</a> <span class="keyword">const</span> &amp;params): params(params), random(params.random) {</div><div class="line"><a name="l00227"></a><span class="lineno">  227</span>&#160;</div><div class="line"><a name="l00228"></a><span class="lineno">  228</span>&#160;  }</div><div class="line"><a name="l00229"></a><span class="lineno">  229</span>&#160;</div><div class="line"><a name="l00231"></a><span class="lineno">  231</span>&#160;  CUTLASS_DEVICE</div><div class="line"><a name="l00232"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc.html#aa9e6a27d0a27d7769519181471ea7227">  232</a></span>&#160;  <span class="keywordtype">void</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc.html#aa9e6a27d0a27d7769519181471ea7227">operator()</a>(TensorCoord <span class="keyword">const</span> &amp;coord) {</div><div class="line"><a name="l00233"></a><span class="lineno">  233</span>&#160;</div><div class="line"><a name="l00234"></a><span class="lineno">  234</span>&#160;    params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc_1_1Params.html#a31b62e533b7f93e634e3b6fd874d33fe">view</a>.<a class="code" href="classcutlass_1_1TensorRef.html#a8758907a1c9b1fcd00e7ece626d03b76">at</a>(coord) = random();</div><div class="line"><a name="l00235"></a><span class="lineno">  235</span>&#160;  }</div><div class="line"><a name="l00236"></a><span class="lineno">  236</span>&#160;};</div><div class="line"><a name="l00237"></a><span class="lineno">  237</span>&#160;</div><div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160;} <span class="comment">// namespace detail</span></div><div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;</div><div class="line"><a name="l00241"></a><span class="lineno">  241</span>&#160;</div><div class="line"><a name="l00243"></a><span class="lineno">  243</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00244"></a><span class="lineno">  244</span>&#160;  <span class="keyword">typename</span> Element,               </div><div class="line"><a name="l00245"></a><span class="lineno">  245</span>&#160;  <span class="keyword">typename</span> Layout&gt;                </div><div class="line"><a name="l00246"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1reference_1_1device.html#ad71c8103c1f6a2d46a9ba6877844a69a">  246</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="namespacecutlass_1_1reference_1_1device.html#ad71c8103c1f6a2d46a9ba6877844a69a">TensorFillRandomGaussian</a>(</div><div class="line"><a name="l00247"></a><span class="lineno">  247</span>&#160;  <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a> view,       </div><div class="line"><a name="l00248"></a><span class="lineno">  248</span>&#160;  uint64_t <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#abef0c9ca39d558549ab6ac3c5782b1a1">seed</a>,                          </div><div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;  Element <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a07d12eba25e8e2e9da03ce735b1b8113">mean</a> = Element(0),              </div><div class="line"><a name="l00250"></a><span class="lineno">  250</span>&#160;  Element <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a4f65428502d1a20af1da9467705976c4">stddev</a> = Element(1),            </div><div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;  <span class="keywordtype">int</span> bits = -1) {                        </div><div class="line"><a name="l00252"></a><span class="lineno">  252</span>&#160;  </div><div class="line"><a name="l00255"></a><span class="lineno">  255</span>&#160;  <span class="keyword">using</span> RandomFunc = <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html">detail::RandomGaussianFunc&lt;Element&gt;</a>;</div><div class="line"><a name="l00256"></a><span class="lineno">  256</span>&#160;  <span class="keyword">using</span> Func = <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc.html">detail::TensorFillRandomGaussianFunc&lt;Element, Layout&gt;</a>;</div><div class="line"><a name="l00257"></a><span class="lineno">  257</span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a18c7d6191e9334ecc64abeccc418fa42">Params</a> = <span class="keyword">typename</span> Func::Params;</div><div class="line"><a name="l00258"></a><span class="lineno">  258</span>&#160;</div><div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1TensorForEach.html">TensorForEach&lt;Func, Layout::kRank, Params&gt;</a>(</div><div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;    view.<a class="code" href="classcutlass_1_1TensorView.html#a7d3914dd5042c9c40be9e21a7b4e9ece">extent</a>(),</div><div class="line"><a name="l00261"></a><span class="lineno">  261</span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a18c7d6191e9334ecc64abeccc418fa42">Params</a>(view, <span class="keyword">typename</span> RandomFunc::Params(seed, <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a07d12eba25e8e2e9da03ce735b1b8113">mean</a>, <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a4f65428502d1a20af1da9467705976c4">stddev</a>, bits))</div><div class="line"><a name="l00262"></a><span class="lineno">  262</span>&#160;  );</div><div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;}</div><div class="line"><a name="l00264"></a><span class="lineno">  264</span>&#160;</div><div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;</div><div class="line"><a name="l00268"></a><span class="lineno">  268</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> Element&gt;               </div><div class="line"><a name="l00269"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1reference_1_1device.html#a478e311bfbe901d167090032b6c28732">  269</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="namespacecutlass_1_1reference_1_1device.html#a478e311bfbe901d167090032b6c28732">BlockFillRandomGaussian</a>(</div><div class="line"><a name="l00270"></a><span class="lineno">  270</span>&#160;  Element *ptr,</div><div class="line"><a name="l00271"></a><span class="lineno">  271</span>&#160;  <span class="keywordtype">size_t</span> capacity,</div><div class="line"><a name="l00272"></a><span class="lineno">  272</span>&#160;  uint64_t seed,                          </div><div class="line"><a name="l00273"></a><span class="lineno">  273</span>&#160;  Element <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a07d12eba25e8e2e9da03ce735b1b8113">mean</a> = Element(0),              </div><div class="line"><a name="l00274"></a><span class="lineno">  274</span>&#160;  Element <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a4f65428502d1a20af1da9467705976c4">stddev</a> = Element(1),            </div><div class="line"><a name="l00275"></a><span class="lineno">  275</span>&#160;  <span class="keywordtype">int</span> bits = -1) {                        </div><div class="line"><a name="l00276"></a><span class="lineno">  276</span>&#160;  </div><div class="line"><a name="l00279"></a><span class="lineno">  279</span>&#160;  <span class="keyword">using</span> RandomFunc = <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html">detail::RandomGaussianFunc&lt;Element&gt;</a>;</div><div class="line"><a name="l00280"></a><span class="lineno">  280</span>&#160;</div><div class="line"><a name="l00281"></a><span class="lineno">  281</span>&#160;  <span class="keyword">typename</span> RandomFunc::Params <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#acd40b7369356ac0ad4e83db8742677a5">params</a>(seed, <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a07d12eba25e8e2e9da03ce735b1b8113">mean</a>, <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a4f65428502d1a20af1da9467705976c4">stddev</a>, bits);</div><div class="line"><a name="l00282"></a><span class="lineno">  282</span>&#160;</div><div class="line"><a name="l00283"></a><span class="lineno">  283</span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1BlockForEach.html">BlockForEach&lt;Element, RandomFunc&gt;</a>(ptr, capacity, <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#acd40b7369356ac0ad4e83db8742677a5">params</a>);</div><div class="line"><a name="l00284"></a><span class="lineno">  284</span>&#160;}</div><div class="line"><a name="l00285"></a><span class="lineno">  285</span>&#160;</div><div class="line"><a name="l00288"></a><span class="lineno">  288</span>&#160;</div><div class="line"><a name="l00289"></a><span class="lineno">  289</span>&#160;<span class="keyword">namespace </span>detail {</div><div class="line"><a name="l00290"></a><span class="lineno">  290</span>&#160;</div><div class="line"><a name="l00292"></a><span class="lineno">  292</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> Element&gt;                </div><div class="line"><a name="l00293"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html">  293</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html">RandomUniformFunc</a> {</div><div class="line"><a name="l00294"></a><span class="lineno">  294</span>&#160;</div><div class="line"><a name="l00295"></a><span class="lineno">  295</span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html#a7654e2230e68c04b081060496cc188fc">FloatType</a> = <span class="keyword">typename</span> std::conditional&lt;</div><div class="line"><a name="l00296"></a><span class="lineno">  296</span>&#160;    (<span class="keyword">sizeof</span>(Element) &gt; 4),</div><div class="line"><a name="l00297"></a><span class="lineno">  297</span>&#160;    double,</div><div class="line"><a name="l00298"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html#a7654e2230e68c04b081060496cc188fc">  298</a></span>&#160;    <span class="keywordtype">float</span>&gt;::type;</div><div class="line"><a name="l00299"></a><span class="lineno">  299</span>&#160;</div><div class="line"><a name="l00300"></a><span class="lineno">  300</span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html#a82cc92fab4650a7a17916b92a940b55c">IntType</a> = <span class="keyword">typename</span> std::conditional&lt;</div><div class="line"><a name="l00301"></a><span class="lineno">  301</span>&#160;    (<span class="keyword">sizeof</span>(Element) &gt; 4),</div><div class="line"><a name="l00302"></a><span class="lineno">  302</span>&#160;    int64_t,</div><div class="line"><a name="l00303"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html#a82cc92fab4650a7a17916b92a940b55c">  303</a></span>&#160;    <span class="keywordtype">int</span>&gt;::type;</div><div class="line"><a name="l00304"></a><span class="lineno">  304</span>&#160;</div><div class="line"><a name="l00306"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html">  306</a></span>&#160;  <span class="keyword">struct </span><a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html">Params</a> {</div><div class="line"><a name="l00307"></a><span class="lineno">  307</span>&#160;</div><div class="line"><a name="l00308"></a><span class="lineno">  308</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00309"></a><span class="lineno">  309</span>&#160;    <span class="comment">// Data members</span></div><div class="line"><a name="l00310"></a><span class="lineno">  310</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00311"></a><span class="lineno">  311</span>&#160;</div><div class="line"><a name="l00312"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html#ac11ae7607bc6e5cd782c73c223a55b6b">  312</a></span>&#160;    uint64_t <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html#ac11ae7607bc6e5cd782c73c223a55b6b">seed</a>;</div><div class="line"><a name="l00313"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html#ace319d38113a83e3cccc7860897154c3">  313</a></span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html#a7654e2230e68c04b081060496cc188fc">FloatType</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html#ace319d38113a83e3cccc7860897154c3">range</a>;</div><div class="line"><a name="l00314"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html#a5f49e5175fa2fc3c3c7fb495fe6958db">  314</a></span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html#a7654e2230e68c04b081060496cc188fc">FloatType</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html#a5f49e5175fa2fc3c3c7fb495fe6958db">min</a>;</div><div class="line"><a name="l00315"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html#afe8637b103e25ec2e9b731389fa049be">  315</a></span>&#160;    <span class="keywordtype">int</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html#afe8637b103e25ec2e9b731389fa049be">int_scale</a>;</div><div class="line"><a name="l00316"></a><span class="lineno">  316</span>&#160;</div><div class="line"><a name="l00318"></a><span class="lineno">  318</span>&#160;    <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00319"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html#a903b050c7855e8b1dbd70ab5b201db46">  319</a></span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html#a903b050c7855e8b1dbd70ab5b201db46">Params</a>() { }</div><div class="line"><a name="l00320"></a><span class="lineno">  320</span>&#160;</div><div class="line"><a name="l00321"></a><span class="lineno">  321</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00322"></a><span class="lineno">  322</span>&#160;    <span class="comment">// Methods</span></div><div class="line"><a name="l00323"></a><span class="lineno">  323</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00324"></a><span class="lineno">  324</span>&#160;</div><div class="line"><a name="l00326"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html#abb650c476e9fd663a5bf35e64307ac18">  326</a></span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html#abb650c476e9fd663a5bf35e64307ac18">Params</a>(</div><div class="line"><a name="l00327"></a><span class="lineno">  327</span>&#160;      uint64_t seed_ = 0, </div><div class="line"><a name="l00328"></a><span class="lineno">  328</span>&#160;      Element <a class="code" href="namespacecutlass_1_1platform.html#af6a9a165e53d7e85ae121d5789aa03e0">max</a> = 1,</div><div class="line"><a name="l00329"></a><span class="lineno">  329</span>&#160;      Element min_ = 0,</div><div class="line"><a name="l00330"></a><span class="lineno">  330</span>&#160;      <span class="keywordtype">int</span> int_scale_ = -1</div><div class="line"><a name="l00331"></a><span class="lineno">  331</span>&#160;    ):</div><div class="line"><a name="l00332"></a><span class="lineno">  332</span>&#160;      seed(seed_), </div><div class="line"><a name="l00333"></a><span class="lineno">  333</span>&#160;      range(static_cast&lt;<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html#a7654e2230e68c04b081060496cc188fc">FloatType</a>&gt;(<a class="code" href="namespacecutlass_1_1platform.html#af6a9a165e53d7e85ae121d5789aa03e0">max</a> - min_)), </div><div class="line"><a name="l00334"></a><span class="lineno">  334</span>&#160;      min(static_cast&lt;<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html#a7654e2230e68c04b081060496cc188fc">FloatType</a>&gt;(min_)), </div><div class="line"><a name="l00335"></a><span class="lineno">  335</span>&#160;      int_scale(int_scale_) {</div><div class="line"><a name="l00336"></a><span class="lineno">  336</span>&#160;</div><div class="line"><a name="l00337"></a><span class="lineno">  337</span>&#160;    }</div><div class="line"><a name="l00338"></a><span class="lineno">  338</span>&#160;  };</div><div class="line"><a name="l00339"></a><span class="lineno">  339</span>&#160;</div><div class="line"><a name="l00340"></a><span class="lineno">  340</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00341"></a><span class="lineno">  341</span>&#160;  <span class="comment">// Data members</span></div><div class="line"><a name="l00342"></a><span class="lineno">  342</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00343"></a><span class="lineno">  343</span>&#160;</div><div class="line"><a name="l00345"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html#a0306f6102c710d11428e5fdbbc2d3fc6">  345</a></span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html">Params</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html#a0306f6102c710d11428e5fdbbc2d3fc6">params</a>;</div><div class="line"><a name="l00346"></a><span class="lineno">  346</span>&#160;</div><div class="line"><a name="l00348"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html#aa802faaaf5a6b3f7a5725d26a9d45ef2">  348</a></span>&#160;  curandState_t <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html#aa802faaaf5a6b3f7a5725d26a9d45ef2">rng_state</a>;</div><div class="line"><a name="l00349"></a><span class="lineno">  349</span>&#160;</div><div class="line"><a name="l00350"></a><span class="lineno">  350</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00351"></a><span class="lineno">  351</span>&#160;  <span class="comment">// Methods</span></div><div class="line"><a name="l00352"></a><span class="lineno">  352</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00353"></a><span class="lineno">  353</span>&#160;</div><div class="line"><a name="l00355"></a><span class="lineno">  355</span>&#160;  CUTLASS_DEVICE</div><div class="line"><a name="l00356"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html#a50179367fdbaf59e6fb585b9e871730e">  356</a></span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html#a50179367fdbaf59e6fb585b9e871730e">RandomUniformFunc</a>(<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html">Params</a> <span class="keyword">const</span> &amp;params): params(params) {</div><div class="line"><a name="l00357"></a><span class="lineno">  357</span>&#160;</div><div class="line"><a name="l00358"></a><span class="lineno">  358</span>&#160;    uint64_t gtid = threadIdx.x + blockIdx.x * blockDim.x;</div><div class="line"><a name="l00359"></a><span class="lineno">  359</span>&#160;</div><div class="line"><a name="l00360"></a><span class="lineno">  360</span>&#160;    curand_init(params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html#ac11ae7607bc6e5cd782c73c223a55b6b">seed</a>, gtid, 0, &amp;rng_state);</div><div class="line"><a name="l00361"></a><span class="lineno">  361</span>&#160;  }</div><div class="line"><a name="l00362"></a><span class="lineno">  362</span>&#160;</div><div class="line"><a name="l00364"></a><span class="lineno">  364</span>&#160;  CUTLASS_DEVICE</div><div class="line"><a name="l00365"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html#a4f38cd67a3805c355f6820b0d5d376c6">  365</a></span>&#160;  Element <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html#a4f38cd67a3805c355f6820b0d5d376c6">operator()</a>() {</div><div class="line"><a name="l00366"></a><span class="lineno">  366</span>&#160;</div><div class="line"><a name="l00367"></a><span class="lineno">  367</span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html#a7654e2230e68c04b081060496cc188fc">FloatType</a> rnd = random_uniform_float&lt;FloatType&gt;(&amp;<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#a52dd271db62c366ac41e84407b9176c3">rng_state</a>);</div><div class="line"><a name="l00368"></a><span class="lineno">  368</span>&#160;    rnd = params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html#a5f49e5175fa2fc3c3c7fb495fe6958db">min</a> + params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html#ace319d38113a83e3cccc7860897154c3">range</a> * rnd;</div><div class="line"><a name="l00369"></a><span class="lineno">  369</span>&#160;</div><div class="line"><a name="l00370"></a><span class="lineno">  370</span>&#160;    <span class="comment">// Random values are cast to integer after scaling by a power of two to facilitate error</span></div><div class="line"><a name="l00371"></a><span class="lineno">  371</span>&#160;    <span class="comment">// testing</span></div><div class="line"><a name="l00372"></a><span class="lineno">  372</span>&#160;    Element result;</div><div class="line"><a name="l00373"></a><span class="lineno">  373</span>&#160;</div><div class="line"><a name="l00374"></a><span class="lineno">  374</span>&#160;    <span class="keywordflow">if</span> (params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html#afe8637b103e25ec2e9b731389fa049be">int_scale</a> &gt;= 0) {</div><div class="line"><a name="l00375"></a><span class="lineno">  375</span>&#160;      rnd = <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#ac7cf68adaae0b16b1633a4e3f5d79aa5">FloatType</a>(<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#ad4d61c5ff2534d18ce26fed88a17c937">IntType</a>(rnd * <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#ac7cf68adaae0b16b1633a4e3f5d79aa5">FloatType</a>(<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#ad4d61c5ff2534d18ce26fed88a17c937">IntType</a>(1) &lt;&lt; params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html#afe8637b103e25ec2e9b731389fa049be">int_scale</a>)));</div><div class="line"><a name="l00376"></a><span class="lineno">  376</span>&#160;      result = Element(rnd / <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#ac7cf68adaae0b16b1633a4e3f5d79aa5">FloatType</a>(<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#ad4d61c5ff2534d18ce26fed88a17c937">IntType</a>(1) &lt;&lt; params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html#afe8637b103e25ec2e9b731389fa049be">int_scale</a>));</div><div class="line"><a name="l00377"></a><span class="lineno">  377</span>&#160;    }</div><div class="line"><a name="l00378"></a><span class="lineno">  378</span>&#160;    <span class="keywordflow">else</span> {</div><div class="line"><a name="l00379"></a><span class="lineno">  379</span>&#160;      result = Element(rnd);</div><div class="line"><a name="l00380"></a><span class="lineno">  380</span>&#160;    }</div><div class="line"><a name="l00381"></a><span class="lineno">  381</span>&#160;</div><div class="line"><a name="l00382"></a><span class="lineno">  382</span>&#160;    <span class="keywordflow">return</span> result;</div><div class="line"><a name="l00383"></a><span class="lineno">  383</span>&#160;  }</div><div class="line"><a name="l00384"></a><span class="lineno">  384</span>&#160;};</div><div class="line"><a name="l00385"></a><span class="lineno">  385</span>&#160;</div><div class="line"><a name="l00387"></a><span class="lineno">  387</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00388"></a><span class="lineno">  388</span>&#160;  <span class="keyword">typename</span> Element,               </div><div class="line"><a name="l00389"></a><span class="lineno">  389</span>&#160;  <span class="keyword">typename</span> Layout&gt;                </div><div class="line"><a name="l00390"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc.html">  390</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc.html">TensorFillRandomUniformFunc</a> {</div><div class="line"><a name="l00391"></a><span class="lineno">  391</span>&#160;</div><div class="line"><a name="l00393"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc.html#a410d16b6e4b0850b4b4bf5c1a5e89589">  393</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a> = <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a>;</div><div class="line"><a name="l00394"></a><span class="lineno">  394</span>&#160;</div><div class="line"><a name="l00396"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc.html#ac9ff6d91470bcba6170a54c9f1651aa9">  396</a></span>&#160;  <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classcutlass_1_1TensorView.html#afe228764eb67b664fb5ca320c092903b">TensorView::Element</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc.html#ac9ff6d91470bcba6170a54c9f1651aa9">T</a>;</div><div class="line"><a name="l00397"></a><span class="lineno">  397</span>&#160;</div><div class="line"><a name="l00399"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc.html#acd5d6d567c01da819e775a034fad48e4">  399</a></span>&#160;  <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classcutlass_1_1TensorView.html#a893017197cb29d46773feea6cdbb25db">TensorView::TensorCoord</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc.html#acd5d6d567c01da819e775a034fad48e4">TensorCoord</a>;</div><div class="line"><a name="l00400"></a><span class="lineno">  400</span>&#160;</div><div class="line"><a name="l00401"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc.html#afafde9750cffecbaf6d0dba8a55fc5d5">  401</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html">RandomFunc</a> = <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html">RandomUniformFunc&lt;Element&gt;</a>;</div><div class="line"><a name="l00402"></a><span class="lineno">  402</span>&#160;</div><div class="line"><a name="l00404"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_1_1Params.html">  404</a></span>&#160;  <span class="keyword">struct </span><a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_1_1Params.html">Params</a> {</div><div class="line"><a name="l00405"></a><span class="lineno">  405</span>&#160;</div><div class="line"><a name="l00406"></a><span class="lineno">  406</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00407"></a><span class="lineno">  407</span>&#160;    <span class="comment">// Data members</span></div><div class="line"><a name="l00408"></a><span class="lineno">  408</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00409"></a><span class="lineno">  409</span>&#160;</div><div class="line"><a name="l00410"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_1_1Params.html#aa16f2fe134b29984a273d2eb4554deea">  410</a></span>&#160;    <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_1_1Params.html#aa16f2fe134b29984a273d2eb4554deea">view</a>;</div><div class="line"><a name="l00411"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_1_1Params.html#aff721d5c0b74fd3a6edefeecca97debe">  411</a></span>&#160;    <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html">RandomFunc::Params</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_1_1Params.html#aff721d5c0b74fd3a6edefeecca97debe">random</a>;</div><div class="line"><a name="l00412"></a><span class="lineno">  412</span>&#160;</div><div class="line"><a name="l00414"></a><span class="lineno">  414</span>&#160;    <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00415"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_1_1Params.html#a57398f088e1f1d96c731d4778497d608">  415</a></span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_1_1Params.html#a57398f088e1f1d96c731d4778497d608">Params</a>() { }</div><div class="line"><a name="l00416"></a><span class="lineno">  416</span>&#160;</div><div class="line"><a name="l00417"></a><span class="lineno">  417</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00418"></a><span class="lineno">  418</span>&#160;    <span class="comment">// Methods</span></div><div class="line"><a name="l00419"></a><span class="lineno">  419</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00420"></a><span class="lineno">  420</span>&#160;</div><div class="line"><a name="l00422"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_1_1Params.html#a267e7ea4e77076cc9be7d639b3cef64d">  422</a></span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_1_1Params.html#a267e7ea4e77076cc9be7d639b3cef64d">Params</a>(</div><div class="line"><a name="l00423"></a><span class="lineno">  423</span>&#160;      <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a> view_ = <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a>(),</div><div class="line"><a name="l00424"></a><span class="lineno">  424</span>&#160;      <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html">RandomFunc::Params</a> random_ = <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html">RandomFunc::Params</a>()</div><div class="line"><a name="l00425"></a><span class="lineno">  425</span>&#160;    ):</div><div class="line"><a name="l00426"></a><span class="lineno">  426</span>&#160;      view(view_), random(random_) {</div><div class="line"><a name="l00427"></a><span class="lineno">  427</span>&#160;</div><div class="line"><a name="l00428"></a><span class="lineno">  428</span>&#160;    }</div><div class="line"><a name="l00429"></a><span class="lineno">  429</span>&#160;  };</div><div class="line"><a name="l00430"></a><span class="lineno">  430</span>&#160;</div><div class="line"><a name="l00431"></a><span class="lineno">  431</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00432"></a><span class="lineno">  432</span>&#160;  <span class="comment">// Data members</span></div><div class="line"><a name="l00433"></a><span class="lineno">  433</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00434"></a><span class="lineno">  434</span>&#160;</div><div class="line"><a name="l00435"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc.html#a54451c0609b552e9775c5ad2680d89c3">  435</a></span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_1_1Params.html">Params</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc.html#a54451c0609b552e9775c5ad2680d89c3">params</a>;</div><div class="line"><a name="l00436"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc.html#a134e1c6b57395a313718e8ad5590feab">  436</a></span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html">RandomFunc</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc.html#a134e1c6b57395a313718e8ad5590feab">random</a>;</div><div class="line"><a name="l00437"></a><span class="lineno">  437</span>&#160;</div><div class="line"><a name="l00438"></a><span class="lineno">  438</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00439"></a><span class="lineno">  439</span>&#160;  <span class="comment">// Methods</span></div><div class="line"><a name="l00440"></a><span class="lineno">  440</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00441"></a><span class="lineno">  441</span>&#160;</div><div class="line"><a name="l00443"></a><span class="lineno">  443</span>&#160;  CUTLASS_DEVICE</div><div class="line"><a name="l00444"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc.html#a90aca8bd2ecdc35902b372e9840be3b2">  444</a></span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc.html#a90aca8bd2ecdc35902b372e9840be3b2">TensorFillRandomUniformFunc</a>(<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_1_1Params.html">Params</a> <span class="keyword">const</span> &amp;params): params(params), random(params.random) {</div><div class="line"><a name="l00445"></a><span class="lineno">  445</span>&#160;  }</div><div class="line"><a name="l00446"></a><span class="lineno">  446</span>&#160;</div><div class="line"><a name="l00448"></a><span class="lineno">  448</span>&#160;  CUTLASS_DEVICE</div><div class="line"><a name="l00449"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc.html#a9d81b32b6e16509537540d7fb5085e9d">  449</a></span>&#160;  <span class="keywordtype">void</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc.html#a9d81b32b6e16509537540d7fb5085e9d">operator()</a>(TensorCoord <span class="keyword">const</span> &amp;coord) {</div><div class="line"><a name="l00450"></a><span class="lineno">  450</span>&#160;</div><div class="line"><a name="l00451"></a><span class="lineno">  451</span>&#160;    params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_1_1Params.html#aa16f2fe134b29984a273d2eb4554deea">view</a>.<a class="code" href="classcutlass_1_1TensorRef.html#a8758907a1c9b1fcd00e7ece626d03b76">at</a>(coord) = random();</div><div class="line"><a name="l00452"></a><span class="lineno">  452</span>&#160;  }</div><div class="line"><a name="l00453"></a><span class="lineno">  453</span>&#160;};</div><div class="line"><a name="l00454"></a><span class="lineno">  454</span>&#160;</div><div class="line"><a name="l00455"></a><span class="lineno">  455</span>&#160;} <span class="comment">// namespace detail</span></div><div class="line"><a name="l00456"></a><span class="lineno">  456</span>&#160;</div><div class="line"><a name="l00458"></a><span class="lineno">  458</span>&#160;</div><div class="line"><a name="l00460"></a><span class="lineno">  460</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00461"></a><span class="lineno">  461</span>&#160;  <span class="keyword">typename</span> Element,               </div><div class="line"><a name="l00462"></a><span class="lineno">  462</span>&#160;  <span class="keyword">typename</span> Layout&gt;                </div><div class="line"><a name="l00463"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1reference_1_1device.html#a448cf6f610939c95615ab66d7ca18b4c">  463</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="namespacecutlass_1_1reference_1_1device.html#a448cf6f610939c95615ab66d7ca18b4c">TensorFillRandomUniform</a>(</div><div class="line"><a name="l00464"></a><span class="lineno">  464</span>&#160;  <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a> view,       </div><div class="line"><a name="l00465"></a><span class="lineno">  465</span>&#160;  uint64_t seed,                          </div><div class="line"><a name="l00466"></a><span class="lineno">  466</span>&#160;  Element <a class="code" href="namespacecutlass_1_1platform.html#af6a9a165e53d7e85ae121d5789aa03e0">max</a> = Element(1),               </div><div class="line"><a name="l00467"></a><span class="lineno">  467</span>&#160;  Element <a class="code" href="namespacecutlass_1_1platform.html#a57c071d2a7305dd4ec60542e66b0c81c">min</a> = Element(0),               </div><div class="line"><a name="l00468"></a><span class="lineno">  468</span>&#160;  <span class="keywordtype">int</span> bits = -1) {                        </div><div class="line"><a name="l00469"></a><span class="lineno">  469</span>&#160;  </div><div class="line"><a name="l00472"></a><span class="lineno">  472</span>&#160;  <span class="keyword">using</span> RandomFunc = <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html">detail::RandomUniformFunc&lt;Element&gt;</a>;</div><div class="line"><a name="l00473"></a><span class="lineno">  473</span>&#160;  <span class="keyword">using</span> Func = <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc.html">detail::TensorFillRandomUniformFunc&lt;Element, Layout&gt;</a>;</div><div class="line"><a name="l00474"></a><span class="lineno">  474</span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a18c7d6191e9334ecc64abeccc418fa42">Params</a> = <span class="keyword">typename</span> Func::Params;</div><div class="line"><a name="l00475"></a><span class="lineno">  475</span>&#160;</div><div class="line"><a name="l00476"></a><span class="lineno">  476</span>&#160;  <span class="keyword">typename</span> RandomFunc::Params random(seed, <a class="code" href="namespacecutlass_1_1platform.html#af6a9a165e53d7e85ae121d5789aa03e0">max</a>, <a class="code" href="namespacecutlass_1_1platform.html#a57c071d2a7305dd4ec60542e66b0c81c">min</a>, bits);</div><div class="line"><a name="l00477"></a><span class="lineno">  477</span>&#160;</div><div class="line"><a name="l00478"></a><span class="lineno">  478</span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1TensorForEach.html">TensorForEach&lt;Func, Layout::kRank, Params&gt;</a>(</div><div class="line"><a name="l00479"></a><span class="lineno">  479</span>&#160;    view.size(),</div><div class="line"><a name="l00480"></a><span class="lineno">  480</span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a18c7d6191e9334ecc64abeccc418fa42">Params</a>(view, random)</div><div class="line"><a name="l00481"></a><span class="lineno">  481</span>&#160;  );</div><div class="line"><a name="l00482"></a><span class="lineno">  482</span>&#160;}</div><div class="line"><a name="l00483"></a><span class="lineno">  483</span>&#160;</div><div class="line"><a name="l00485"></a><span class="lineno">  485</span>&#160;</div><div class="line"><a name="l00487"></a><span class="lineno">  487</span>&#160;<span class="keyword">template</span> &lt;<span class="keyword">typename</span> Element&gt;</div><div class="line"><a name="l00488"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1reference_1_1device.html#a6f7f618350cf975e261a4ee758650c66">  488</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="namespacecutlass_1_1reference_1_1device.html#a6f7f618350cf975e261a4ee758650c66">BlockFillRandomUniform</a>(</div><div class="line"><a name="l00489"></a><span class="lineno">  489</span>&#160;  Element *ptr,</div><div class="line"><a name="l00490"></a><span class="lineno">  490</span>&#160;  <span class="keywordtype">size_t</span> capacity,</div><div class="line"><a name="l00491"></a><span class="lineno">  491</span>&#160;  uint64_t seed,                          </div><div class="line"><a name="l00492"></a><span class="lineno">  492</span>&#160;  Element <a class="code" href="namespacecutlass_1_1platform.html#af6a9a165e53d7e85ae121d5789aa03e0">max</a> = Element(1),               </div><div class="line"><a name="l00493"></a><span class="lineno">  493</span>&#160;  Element <a class="code" href="namespacecutlass_1_1platform.html#a57c071d2a7305dd4ec60542e66b0c81c">min</a> = Element(0),               </div><div class="line"><a name="l00494"></a><span class="lineno">  494</span>&#160;  <span class="keywordtype">int</span> bits = -1) {                        </div><div class="line"><a name="l00495"></a><span class="lineno">  495</span>&#160;  </div><div class="line"><a name="l00498"></a><span class="lineno">  498</span>&#160;  <span class="keyword">using</span> RandomFunc = <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html">detail::RandomUniformFunc&lt;Element&gt;</a>;</div><div class="line"><a name="l00499"></a><span class="lineno">  499</span>&#160;  <span class="keyword">typename</span> RandomFunc::Params <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#acd40b7369356ac0ad4e83db8742677a5">params</a>(seed, <a class="code" href="namespacecutlass_1_1platform.html#af6a9a165e53d7e85ae121d5789aa03e0">max</a>, <a class="code" href="namespacecutlass_1_1platform.html#a57c071d2a7305dd4ec60542e66b0c81c">min</a>, bits);</div><div class="line"><a name="l00500"></a><span class="lineno">  500</span>&#160;</div><div class="line"><a name="l00501"></a><span class="lineno">  501</span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1BlockForEach.html">BlockForEach&lt;Element, RandomFunc&gt;</a>(ptr, capacity, <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#acd40b7369356ac0ad4e83db8742677a5">params</a>);</div><div class="line"><a name="l00502"></a><span class="lineno">  502</span>&#160;}</div><div class="line"><a name="l00503"></a><span class="lineno">  503</span>&#160;</div><div class="line"><a name="l00506"></a><span class="lineno">  506</span>&#160;</div><div class="line"><a name="l00507"></a><span class="lineno">  507</span>&#160;<span class="keyword">namespace </span>detail {</div><div class="line"><a name="l00508"></a><span class="lineno">  508</span>&#160;</div><div class="line"><a name="l00510"></a><span class="lineno">  510</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00511"></a><span class="lineno">  511</span>&#160;  <span class="keyword">typename</span> Element,               </div><div class="line"><a name="l00512"></a><span class="lineno">  512</span>&#160;  <span class="keyword">typename</span> Layout&gt;                </div><div class="line"><a name="l00513"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc.html">  513</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc.html">TensorFillDiagonalFunc</a> {</div><div class="line"><a name="l00514"></a><span class="lineno">  514</span>&#160;</div><div class="line"><a name="l00516"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc.html#a79e4b8a8edb8872c1612e6035b1ab25f">  516</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a> = <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a>;</div><div class="line"><a name="l00517"></a><span class="lineno">  517</span>&#160;</div><div class="line"><a name="l00519"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc.html#a92ff531fb147286f047974162bf661bc">  519</a></span>&#160;  <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classcutlass_1_1TensorView.html#afe228764eb67b664fb5ca320c092903b">TensorView::Element</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc.html#a92ff531fb147286f047974162bf661bc">T</a>;</div><div class="line"><a name="l00520"></a><span class="lineno">  520</span>&#160;</div><div class="line"><a name="l00522"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc.html#ab9c0d6d0778842a95211b3655c4a0e6c">  522</a></span>&#160;  <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classcutlass_1_1TensorView.html#a893017197cb29d46773feea6cdbb25db">TensorView::TensorCoord</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc.html#ab9c0d6d0778842a95211b3655c4a0e6c">TensorCoord</a>;</div><div class="line"><a name="l00523"></a><span class="lineno">  523</span>&#160;</div><div class="line"><a name="l00525"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params.html">  525</a></span>&#160;  <span class="keyword">struct </span><a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params.html">Params</a> {</div><div class="line"><a name="l00526"></a><span class="lineno">  526</span>&#160;</div><div class="line"><a name="l00527"></a><span class="lineno">  527</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00528"></a><span class="lineno">  528</span>&#160;    <span class="comment">// Data members</span></div><div class="line"><a name="l00529"></a><span class="lineno">  529</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00530"></a><span class="lineno">  530</span>&#160;</div><div class="line"><a name="l00531"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params.html#aa75cbbb80fdd96f99fe81cad9427ac2a">  531</a></span>&#160;    <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params.html#aa75cbbb80fdd96f99fe81cad9427ac2a">view</a>;</div><div class="line"><a name="l00532"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params.html#abcbca40684cd478a53c0cc80c8e418e1">  532</a></span>&#160;    Element <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params.html#abcbca40684cd478a53c0cc80c8e418e1">diag</a>;</div><div class="line"><a name="l00533"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params.html#a4b44e8cc5d91ef6e388a17a741ca130a">  533</a></span>&#160;    Element <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params.html#a4b44e8cc5d91ef6e388a17a741ca130a">other</a>;</div><div class="line"><a name="l00534"></a><span class="lineno">  534</span>&#160;</div><div class="line"><a name="l00536"></a><span class="lineno">  536</span>&#160;    <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00537"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params.html#a9e5512d91acbfdcf4bc74d029b7a93e7">  537</a></span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params.html#a9e5512d91acbfdcf4bc74d029b7a93e7">Params</a>() { }</div><div class="line"><a name="l00538"></a><span class="lineno">  538</span>&#160;</div><div class="line"><a name="l00539"></a><span class="lineno">  539</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00540"></a><span class="lineno">  540</span>&#160;    <span class="comment">// Methods</span></div><div class="line"><a name="l00541"></a><span class="lineno">  541</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00542"></a><span class="lineno">  542</span>&#160;</div><div class="line"><a name="l00544"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params.html#a84d5f8e16088096ed658b4226ba36b8c">  544</a></span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params.html#a84d5f8e16088096ed658b4226ba36b8c">Params</a>(</div><div class="line"><a name="l00545"></a><span class="lineno">  545</span>&#160;      <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a> view_ = <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a>(),</div><div class="line"><a name="l00546"></a><span class="lineno">  546</span>&#160;      Element diag_ = Element(1),</div><div class="line"><a name="l00547"></a><span class="lineno">  547</span>&#160;      Element other_ = Element(0)</div><div class="line"><a name="l00548"></a><span class="lineno">  548</span>&#160;    ):</div><div class="line"><a name="l00549"></a><span class="lineno">  549</span>&#160;      view(view_), diag(diag_), other(other_) {</div><div class="line"><a name="l00550"></a><span class="lineno">  550</span>&#160;</div><div class="line"><a name="l00551"></a><span class="lineno">  551</span>&#160;    }</div><div class="line"><a name="l00552"></a><span class="lineno">  552</span>&#160;  };</div><div class="line"><a name="l00553"></a><span class="lineno">  553</span>&#160;</div><div class="line"><a name="l00554"></a><span class="lineno">  554</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00555"></a><span class="lineno">  555</span>&#160;  <span class="comment">// Data members</span></div><div class="line"><a name="l00556"></a><span class="lineno">  556</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00557"></a><span class="lineno">  557</span>&#160;</div><div class="line"><a name="l00559"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc.html#a8e9cb15084811d890b00124378ee2660">  559</a></span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params.html">Params</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc.html#a8e9cb15084811d890b00124378ee2660">params</a>;</div><div class="line"><a name="l00560"></a><span class="lineno">  560</span>&#160;</div><div class="line"><a name="l00561"></a><span class="lineno">  561</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00562"></a><span class="lineno">  562</span>&#160;  <span class="comment">// Methods</span></div><div class="line"><a name="l00563"></a><span class="lineno">  563</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00564"></a><span class="lineno">  564</span>&#160;</div><div class="line"><a name="l00566"></a><span class="lineno">  566</span>&#160;  CUTLASS_DEVICE</div><div class="line"><a name="l00567"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc.html#ac961625ad352e5efc442daf73102c455">  567</a></span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc.html#ac961625ad352e5efc442daf73102c455">TensorFillDiagonalFunc</a>(<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params.html">Params</a> <span class="keyword">const</span> &amp;params): params(params) {</div><div class="line"><a name="l00568"></a><span class="lineno">  568</span>&#160;</div><div class="line"><a name="l00569"></a><span class="lineno">  569</span>&#160;  }</div><div class="line"><a name="l00570"></a><span class="lineno">  570</span>&#160;</div><div class="line"><a name="l00572"></a><span class="lineno">  572</span>&#160;  CUTLASS_DEVICE</div><div class="line"><a name="l00573"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc.html#ae183dc13d4fc39856aa6b4bffe90a86e">  573</a></span>&#160;  <span class="keywordtype">void</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc.html#ae183dc13d4fc39856aa6b4bffe90a86e">operator()</a>(TensorCoord <span class="keyword">const</span> &amp;coord) {</div><div class="line"><a name="l00574"></a><span class="lineno">  574</span>&#160;</div><div class="line"><a name="l00575"></a><span class="lineno">  575</span>&#160;    <span class="keywordtype">bool</span> is_diag = <span class="keyword">true</span>;</div><div class="line"><a name="l00576"></a><span class="lineno">  576</span>&#160;    </div><div class="line"><a name="l00577"></a><span class="lineno">  577</span>&#160;    <a class="code" href="cutlass_8h.html#a4b1c9f25ab6eaa25e1f2258dd63e6ce4">CUTLASS_PRAGMA_UNROLL</a></div><div class="line"><a name="l00578"></a><span class="lineno">  578</span>&#160;    <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 1; i &lt; Layout::kRank; ++i) {</div><div class="line"><a name="l00579"></a><span class="lineno">  579</span>&#160;      <span class="keywordflow">if</span> (coord[i] != coord[i - 1]) {</div><div class="line"><a name="l00580"></a><span class="lineno">  580</span>&#160;        is_diag = <span class="keyword">false</span>;</div><div class="line"><a name="l00581"></a><span class="lineno">  581</span>&#160;        <span class="keywordflow">break</span>;</div><div class="line"><a name="l00582"></a><span class="lineno">  582</span>&#160;      }</div><div class="line"><a name="l00583"></a><span class="lineno">  583</span>&#160;    }</div><div class="line"><a name="l00584"></a><span class="lineno">  584</span>&#160;</div><div class="line"><a name="l00585"></a><span class="lineno">  585</span>&#160;    params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params.html#aa75cbbb80fdd96f99fe81cad9427ac2a">view</a>.<a class="code" href="classcutlass_1_1TensorRef.html#a8758907a1c9b1fcd00e7ece626d03b76">at</a>(coord) = (is_diag ? params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params.html#abcbca40684cd478a53c0cc80c8e418e1">diag</a> : params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params.html#a4b44e8cc5d91ef6e388a17a741ca130a">other</a>);</div><div class="line"><a name="l00586"></a><span class="lineno">  586</span>&#160;  }</div><div class="line"><a name="l00587"></a><span class="lineno">  587</span>&#160;};</div><div class="line"><a name="l00588"></a><span class="lineno">  588</span>&#160;</div><div class="line"><a name="l00589"></a><span class="lineno">  589</span>&#160;} <span class="comment">// namespace detail</span></div><div class="line"><a name="l00590"></a><span class="lineno">  590</span>&#160;</div><div class="line"><a name="l00592"></a><span class="lineno">  592</span>&#160;</div><div class="line"><a name="l00594"></a><span class="lineno">  594</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00595"></a><span class="lineno">  595</span>&#160;  <span class="keyword">typename</span> Element,               </div><div class="line"><a name="l00596"></a><span class="lineno">  596</span>&#160;  <span class="keyword">typename</span> Layout&gt;                </div><div class="line"><a name="l00597"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1reference_1_1device.html#aee20536c8ac0a5adcbb162c76eb89c00">  597</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="namespacecutlass_1_1reference_1_1device.html#aee20536c8ac0a5adcbb162c76eb89c00">TensorFillDiagonal</a>(</div><div class="line"><a name="l00598"></a><span class="lineno">  598</span>&#160;  <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a> view,       </div><div class="line"><a name="l00599"></a><span class="lineno">  599</span>&#160;  Element diag = Element(1),              </div><div class="line"><a name="l00600"></a><span class="lineno">  600</span>&#160;  Element other = Element(0)) {           </div><div class="line"><a name="l00601"></a><span class="lineno">  601</span>&#160;  </div><div class="line"><a name="l00602"></a><span class="lineno">  602</span>&#160;  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc.html">detail::TensorFillDiagonalFunc&lt;Element, Layout&gt;</a> Func;</div><div class="line"><a name="l00603"></a><span class="lineno">  603</span>&#160;  <span class="keyword">typedef</span> <span class="keyword">typename</span> Func::Params <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a18c7d6191e9334ecc64abeccc418fa42">Params</a>;</div><div class="line"><a name="l00604"></a><span class="lineno">  604</span>&#160;</div><div class="line"><a name="l00605"></a><span class="lineno">  605</span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1TensorForEach.html">TensorForEach&lt;Func, Layout::kRank, Params&gt;</a>(</div><div class="line"><a name="l00606"></a><span class="lineno">  606</span>&#160;    view.size(),</div><div class="line"><a name="l00607"></a><span class="lineno">  607</span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a18c7d6191e9334ecc64abeccc418fa42">Params</a>(view, diag, other)</div><div class="line"><a name="l00608"></a><span class="lineno">  608</span>&#160;  );</div><div class="line"><a name="l00609"></a><span class="lineno">  609</span>&#160;}</div><div class="line"><a name="l00610"></a><span class="lineno">  610</span>&#160;</div><div class="line"><a name="l00612"></a><span class="lineno">  612</span>&#160;</div><div class="line"><a name="l00614"></a><span class="lineno">  614</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00615"></a><span class="lineno">  615</span>&#160;  <span class="keyword">typename</span> Element,               </div><div class="line"><a name="l00616"></a><span class="lineno">  616</span>&#160;  <span class="keyword">typename</span> Layout&gt;                </div><div class="line"><a name="l00617"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1reference_1_1device.html#a6e23d479ebb3760d5846ed1b67e450e4">  617</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="namespacecutlass_1_1reference_1_1device.html#a6e23d479ebb3760d5846ed1b67e450e4">TensorFill</a>(</div><div class="line"><a name="l00618"></a><span class="lineno">  618</span>&#160;  <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a> view,         </div><div class="line"><a name="l00619"></a><span class="lineno">  619</span>&#160;  Element val = Element(0)) {               </div><div class="line"><a name="l00620"></a><span class="lineno">  620</span>&#160;</div><div class="line"><a name="l00621"></a><span class="lineno">  621</span>&#160;  <a class="code" href="namespacecutlass_1_1reference_1_1device.html#aee20536c8ac0a5adcbb162c76eb89c00">TensorFillDiagonal</a>(view, val, val);</div><div class="line"><a name="l00622"></a><span class="lineno">  622</span>&#160;}</div><div class="line"><a name="l00623"></a><span class="lineno">  623</span>&#160;</div><div class="line"><a name="l00625"></a><span class="lineno">  625</span>&#160;</div><div class="line"><a name="l00627"></a><span class="lineno">  627</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00628"></a><span class="lineno">  628</span>&#160;  <span class="keyword">typename</span> Element,               </div><div class="line"><a name="l00629"></a><span class="lineno">  629</span>&#160;  <span class="keyword">typename</span> Layout&gt;                </div><div class="line"><a name="l00630"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1reference_1_1device.html#a6b0f21995c4fd5c33617550e6905c78e">  630</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="namespacecutlass_1_1reference_1_1device.html#a6b0f21995c4fd5c33617550e6905c78e">TensorFillIdentity</a>(</div><div class="line"><a name="l00631"></a><span class="lineno">  631</span>&#160;  <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a> view) {               </div><div class="line"><a name="l00632"></a><span class="lineno">  632</span>&#160;</div><div class="line"><a name="l00633"></a><span class="lineno">  633</span>&#160;  <a class="code" href="namespacecutlass_1_1reference_1_1device.html#aee20536c8ac0a5adcbb162c76eb89c00">TensorFillDiagonal</a>(view, Element(1), Element(0));</div><div class="line"><a name="l00634"></a><span class="lineno">  634</span>&#160;}</div><div class="line"><a name="l00635"></a><span class="lineno">  635</span>&#160;</div><div class="line"><a name="l00638"></a><span class="lineno">  638</span>&#160;</div><div class="line"><a name="l00639"></a><span class="lineno">  639</span>&#160;<span class="keyword">namespace </span>detail {</div><div class="line"><a name="l00640"></a><span class="lineno">  640</span>&#160;</div><div class="line"><a name="l00642"></a><span class="lineno">  642</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00643"></a><span class="lineno">  643</span>&#160;  <span class="keyword">typename</span> Element,               </div><div class="line"><a name="l00644"></a><span class="lineno">  644</span>&#160;  <span class="keyword">typename</span> Layout&gt;                </div><div class="line"><a name="l00645"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc.html">  645</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc.html">TensorUpdateDiagonalFunc</a> {</div><div class="line"><a name="l00646"></a><span class="lineno">  646</span>&#160;</div><div class="line"><a name="l00648"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc.html#aaa92477a4ff95c86d75878b52b1b4e99">  648</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a> = <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a>;</div><div class="line"><a name="l00649"></a><span class="lineno">  649</span>&#160;</div><div class="line"><a name="l00651"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc.html#a1eff3047aa27b59241457a00421127f4">  651</a></span>&#160;  <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classcutlass_1_1TensorView.html#afe228764eb67b664fb5ca320c092903b">TensorView::Element</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc.html#a1eff3047aa27b59241457a00421127f4">T</a>;</div><div class="line"><a name="l00652"></a><span class="lineno">  652</span>&#160;</div><div class="line"><a name="l00654"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc.html#aafb3625780bbcee5020dddd2132da124">  654</a></span>&#160;  <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classcutlass_1_1TensorView.html#a893017197cb29d46773feea6cdbb25db">TensorView::TensorCoord</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc.html#aafb3625780bbcee5020dddd2132da124">TensorCoord</a>;</div><div class="line"><a name="l00655"></a><span class="lineno">  655</span>&#160;</div><div class="line"><a name="l00657"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_1_1Params.html">  657</a></span>&#160;  <span class="keyword">struct </span><a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_1_1Params.html">Params</a> {</div><div class="line"><a name="l00658"></a><span class="lineno">  658</span>&#160;</div><div class="line"><a name="l00659"></a><span class="lineno">  659</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00660"></a><span class="lineno">  660</span>&#160;    <span class="comment">// Data members</span></div><div class="line"><a name="l00661"></a><span class="lineno">  661</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00662"></a><span class="lineno">  662</span>&#160;</div><div class="line"><a name="l00663"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_1_1Params.html#ac8cfa4bbb39cee95b0716f3c8780eb19">  663</a></span>&#160;    <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_1_1Params.html#ac8cfa4bbb39cee95b0716f3c8780eb19">view</a>;</div><div class="line"><a name="l00664"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_1_1Params.html#adc562519d503d235a49b11a8f2fc2bf6">  664</a></span>&#160;    Element <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_1_1Params.html#adc562519d503d235a49b11a8f2fc2bf6">diag</a>;</div><div class="line"><a name="l00665"></a><span class="lineno">  665</span>&#160;</div><div class="line"><a name="l00667"></a><span class="lineno">  667</span>&#160;    <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00668"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_1_1Params.html#a6edd7198bf1d58e6e34cc40d4c4f184d">  668</a></span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_1_1Params.html#a6edd7198bf1d58e6e34cc40d4c4f184d">Params</a>() { }</div><div class="line"><a name="l00669"></a><span class="lineno">  669</span>&#160;</div><div class="line"><a name="l00670"></a><span class="lineno">  670</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00671"></a><span class="lineno">  671</span>&#160;    <span class="comment">// Methods</span></div><div class="line"><a name="l00672"></a><span class="lineno">  672</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00673"></a><span class="lineno">  673</span>&#160;</div><div class="line"><a name="l00675"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_1_1Params.html#a4d75430b1566fd3daef5e653e7666a90">  675</a></span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_1_1Params.html#a4d75430b1566fd3daef5e653e7666a90">Params</a>(</div><div class="line"><a name="l00676"></a><span class="lineno">  676</span>&#160;      <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a> view_ = <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a>(),</div><div class="line"><a name="l00677"></a><span class="lineno">  677</span>&#160;      Element diag_ = Element(1)</div><div class="line"><a name="l00678"></a><span class="lineno">  678</span>&#160;    ):</div><div class="line"><a name="l00679"></a><span class="lineno">  679</span>&#160;      view(view_), diag(diag_) {</div><div class="line"><a name="l00680"></a><span class="lineno">  680</span>&#160;</div><div class="line"><a name="l00681"></a><span class="lineno">  681</span>&#160;    }</div><div class="line"><a name="l00682"></a><span class="lineno">  682</span>&#160;  };</div><div class="line"><a name="l00683"></a><span class="lineno">  683</span>&#160;</div><div class="line"><a name="l00684"></a><span class="lineno">  684</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00685"></a><span class="lineno">  685</span>&#160;  <span class="comment">// Data members</span></div><div class="line"><a name="l00686"></a><span class="lineno">  686</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00687"></a><span class="lineno">  687</span>&#160;</div><div class="line"><a name="l00689"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc.html#a529415be152f110de60f66ce52c2709d">  689</a></span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_1_1Params.html">Params</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc.html#a529415be152f110de60f66ce52c2709d">params</a>;</div><div class="line"><a name="l00690"></a><span class="lineno">  690</span>&#160;</div><div class="line"><a name="l00691"></a><span class="lineno">  691</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00692"></a><span class="lineno">  692</span>&#160;  <span class="comment">// Methods</span></div><div class="line"><a name="l00693"></a><span class="lineno">  693</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00694"></a><span class="lineno">  694</span>&#160;</div><div class="line"><a name="l00696"></a><span class="lineno">  696</span>&#160;  CUTLASS_DEVICE</div><div class="line"><a name="l00697"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc.html#a955462a34b56ff2ff8f84de22fa4ad45">  697</a></span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc.html#a955462a34b56ff2ff8f84de22fa4ad45">TensorUpdateDiagonalFunc</a>(<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_1_1Params.html">Params</a> <span class="keyword">const</span> &amp;params): params(params) {</div><div class="line"><a name="l00698"></a><span class="lineno">  698</span>&#160;</div><div class="line"><a name="l00699"></a><span class="lineno">  699</span>&#160;  }</div><div class="line"><a name="l00700"></a><span class="lineno">  700</span>&#160;</div><div class="line"><a name="l00702"></a><span class="lineno">  702</span>&#160;  CUTLASS_DEVICE</div><div class="line"><a name="l00703"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc.html#ac164c91a3b6236098c3ec87e70a8d66e">  703</a></span>&#160;  <span class="keywordtype">void</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc.html#ac164c91a3b6236098c3ec87e70a8d66e">operator()</a>(TensorCoord <span class="keyword">const</span> &amp;coord) {</div><div class="line"><a name="l00704"></a><span class="lineno">  704</span>&#160;</div><div class="line"><a name="l00705"></a><span class="lineno">  705</span>&#160;    <span class="keywordtype">bool</span> is_diag = <span class="keyword">true</span>;</div><div class="line"><a name="l00706"></a><span class="lineno">  706</span>&#160;    </div><div class="line"><a name="l00707"></a><span class="lineno">  707</span>&#160;    <a class="code" href="cutlass_8h.html#a4b1c9f25ab6eaa25e1f2258dd63e6ce4">CUTLASS_PRAGMA_UNROLL</a></div><div class="line"><a name="l00708"></a><span class="lineno">  708</span>&#160;    <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 1; i &lt; Layout::kRank; ++i) {</div><div class="line"><a name="l00709"></a><span class="lineno">  709</span>&#160;      <span class="keywordflow">if</span> (coord[i] != coord[i - 1]) {</div><div class="line"><a name="l00710"></a><span class="lineno">  710</span>&#160;        is_diag = <span class="keyword">false</span>;</div><div class="line"><a name="l00711"></a><span class="lineno">  711</span>&#160;        <span class="keywordflow">break</span>;</div><div class="line"><a name="l00712"></a><span class="lineno">  712</span>&#160;      }</div><div class="line"><a name="l00713"></a><span class="lineno">  713</span>&#160;    }</div><div class="line"><a name="l00714"></a><span class="lineno">  714</span>&#160;</div><div class="line"><a name="l00715"></a><span class="lineno">  715</span>&#160;    <span class="keywordflow">if</span> (is_diag) {</div><div class="line"><a name="l00716"></a><span class="lineno">  716</span>&#160;      params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_1_1Params.html#ac8cfa4bbb39cee95b0716f3c8780eb19">view</a>.<a class="code" href="classcutlass_1_1TensorRef.html#a8758907a1c9b1fcd00e7ece626d03b76">at</a>(coord) = params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_1_1Params.html#adc562519d503d235a49b11a8f2fc2bf6">diag</a>;  </div><div class="line"><a name="l00717"></a><span class="lineno">  717</span>&#160;    }</div><div class="line"><a name="l00718"></a><span class="lineno">  718</span>&#160;  }</div><div class="line"><a name="l00719"></a><span class="lineno">  719</span>&#160;};</div><div class="line"><a name="l00720"></a><span class="lineno">  720</span>&#160;</div><div class="line"><a name="l00721"></a><span class="lineno">  721</span>&#160;} <span class="comment">// namespace detail</span></div><div class="line"><a name="l00722"></a><span class="lineno">  722</span>&#160;</div><div class="line"><a name="l00724"></a><span class="lineno">  724</span>&#160;</div><div class="line"><a name="l00726"></a><span class="lineno">  726</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00727"></a><span class="lineno">  727</span>&#160;  <span class="keyword">typename</span> Element,               </div><div class="line"><a name="l00728"></a><span class="lineno">  728</span>&#160;  <span class="keyword">typename</span> Layout&gt;                </div><div class="line"><a name="l00729"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1reference_1_1device.html#aaff3d7919a2f2dce14eb254c17eead9a">  729</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="namespacecutlass_1_1reference_1_1device.html#aaff3d7919a2f2dce14eb254c17eead9a">TensorUpdateDiagonal</a>(</div><div class="line"><a name="l00730"></a><span class="lineno">  730</span>&#160;  <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a> view,                 </div><div class="line"><a name="l00731"></a><span class="lineno">  731</span>&#160;  Element diag = Element(1)) {</div><div class="line"><a name="l00732"></a><span class="lineno">  732</span>&#160;</div><div class="line"><a name="l00733"></a><span class="lineno">  733</span>&#160;  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc.html">detail::TensorUpdateDiagonalFunc&lt;Element, Layout&gt;</a> Func;</div><div class="line"><a name="l00734"></a><span class="lineno">  734</span>&#160;  <span class="keyword">typedef</span> <span class="keyword">typename</span> Func::Params <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a18c7d6191e9334ecc64abeccc418fa42">Params</a>;</div><div class="line"><a name="l00735"></a><span class="lineno">  735</span>&#160;</div><div class="line"><a name="l00736"></a><span class="lineno">  736</span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1TensorForEach.html">TensorForEach&lt;Func, Layout::kRank, Params&gt;</a>(</div><div class="line"><a name="l00737"></a><span class="lineno">  737</span>&#160;    view.size(),</div><div class="line"><a name="l00738"></a><span class="lineno">  738</span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a18c7d6191e9334ecc64abeccc418fa42">Params</a>(view, diag)</div><div class="line"><a name="l00739"></a><span class="lineno">  739</span>&#160;  );</div><div class="line"><a name="l00740"></a><span class="lineno">  740</span>&#160;}</div><div class="line"><a name="l00741"></a><span class="lineno">  741</span>&#160;</div><div class="line"><a name="l00744"></a><span class="lineno">  744</span>&#160;</div><div class="line"><a name="l00745"></a><span class="lineno">  745</span>&#160;<span class="keyword">namespace </span>detail {</div><div class="line"><a name="l00746"></a><span class="lineno">  746</span>&#160;</div><div class="line"><a name="l00748"></a><span class="lineno">  748</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00749"></a><span class="lineno">  749</span>&#160;  <span class="keyword">typename</span> Element,               </div><div class="line"><a name="l00750"></a><span class="lineno">  750</span>&#160;  <span class="keyword">typename</span> Layout&gt;                </div><div class="line"><a name="l00751"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc.html">  751</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc.html">TensorUpdateOffDiagonalFunc</a> {</div><div class="line"><a name="l00752"></a><span class="lineno">  752</span>&#160;</div><div class="line"><a name="l00754"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc.html#a1e7ebaecd98820c60973835f871d3ba4">  754</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a> = <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a>;</div><div class="line"><a name="l00755"></a><span class="lineno">  755</span>&#160;</div><div class="line"><a name="l00757"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc.html#ac5e5823e5201202c9705bd532e98dd1d">  757</a></span>&#160;  <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classcutlass_1_1TensorView.html#afe228764eb67b664fb5ca320c092903b">TensorView::Element</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc.html#ac5e5823e5201202c9705bd532e98dd1d">T</a>;</div><div class="line"><a name="l00758"></a><span class="lineno">  758</span>&#160;</div><div class="line"><a name="l00760"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc.html#a033d7324eaa485566c9ebc477d4b7119">  760</a></span>&#160;  <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classcutlass_1_1TensorView.html#a893017197cb29d46773feea6cdbb25db">TensorView::TensorCoord</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc.html#a033d7324eaa485566c9ebc477d4b7119">TensorCoord</a>;</div><div class="line"><a name="l00761"></a><span class="lineno">  761</span>&#160;</div><div class="line"><a name="l00763"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_1_1Params.html">  763</a></span>&#160;  <span class="keyword">struct </span><a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_1_1Params.html">Params</a> {</div><div class="line"><a name="l00764"></a><span class="lineno">  764</span>&#160;</div><div class="line"><a name="l00765"></a><span class="lineno">  765</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00766"></a><span class="lineno">  766</span>&#160;    <span class="comment">// Data members</span></div><div class="line"><a name="l00767"></a><span class="lineno">  767</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00768"></a><span class="lineno">  768</span>&#160;</div><div class="line"><a name="l00769"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_1_1Params.html#a71ca670c06e32d1626376a55efcb01e2">  769</a></span>&#160;    <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_1_1Params.html#a71ca670c06e32d1626376a55efcb01e2">view</a>;</div><div class="line"><a name="l00770"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_1_1Params.html#a38c69fb4480004c98d1df6386b2200ce">  770</a></span>&#160;    Element <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_1_1Params.html#a38c69fb4480004c98d1df6386b2200ce">other</a>;</div><div class="line"><a name="l00771"></a><span class="lineno">  771</span>&#160;</div><div class="line"><a name="l00773"></a><span class="lineno">  773</span>&#160;    <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00774"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_1_1Params.html#a54230167d62dee10a2fffda235a01fe1">  774</a></span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_1_1Params.html#a54230167d62dee10a2fffda235a01fe1">Params</a>() { }</div><div class="line"><a name="l00775"></a><span class="lineno">  775</span>&#160;</div><div class="line"><a name="l00776"></a><span class="lineno">  776</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00777"></a><span class="lineno">  777</span>&#160;    <span class="comment">// Methods</span></div><div class="line"><a name="l00778"></a><span class="lineno">  778</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00779"></a><span class="lineno">  779</span>&#160;</div><div class="line"><a name="l00781"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_1_1Params.html#a4c5621722919b3172cd22e2b6a3fd68a">  781</a></span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_1_1Params.html#a4c5621722919b3172cd22e2b6a3fd68a">Params</a>(</div><div class="line"><a name="l00782"></a><span class="lineno">  782</span>&#160;      <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a> view_ = <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a>(),</div><div class="line"><a name="l00783"></a><span class="lineno">  783</span>&#160;      Element other_ = Element(0)</div><div class="line"><a name="l00784"></a><span class="lineno">  784</span>&#160;    ):</div><div class="line"><a name="l00785"></a><span class="lineno">  785</span>&#160;      view(view_), other(other_) {</div><div class="line"><a name="l00786"></a><span class="lineno">  786</span>&#160;</div><div class="line"><a name="l00787"></a><span class="lineno">  787</span>&#160;    }</div><div class="line"><a name="l00788"></a><span class="lineno">  788</span>&#160;  };</div><div class="line"><a name="l00789"></a><span class="lineno">  789</span>&#160;</div><div class="line"><a name="l00790"></a><span class="lineno">  790</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00791"></a><span class="lineno">  791</span>&#160;  <span class="comment">// Data members</span></div><div class="line"><a name="l00792"></a><span class="lineno">  792</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00793"></a><span class="lineno">  793</span>&#160;</div><div class="line"><a name="l00795"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc.html#a0ad8679159037d6cd2f665af29e33d37">  795</a></span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_1_1Params.html">Params</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc.html#a0ad8679159037d6cd2f665af29e33d37">params</a>;</div><div class="line"><a name="l00796"></a><span class="lineno">  796</span>&#160;</div><div class="line"><a name="l00797"></a><span class="lineno">  797</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00798"></a><span class="lineno">  798</span>&#160;  <span class="comment">// Methods</span></div><div class="line"><a name="l00799"></a><span class="lineno">  799</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00800"></a><span class="lineno">  800</span>&#160;</div><div class="line"><a name="l00802"></a><span class="lineno">  802</span>&#160;  CUTLASS_DEVICE</div><div class="line"><a name="l00803"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc.html#a39a7934332c29cebfc68947d56834188">  803</a></span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc.html#a39a7934332c29cebfc68947d56834188">TensorUpdateOffDiagonalFunc</a>(<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_1_1Params.html">Params</a> <span class="keyword">const</span> &amp;params): params(params) {</div><div class="line"><a name="l00804"></a><span class="lineno">  804</span>&#160;</div><div class="line"><a name="l00805"></a><span class="lineno">  805</span>&#160;  }</div><div class="line"><a name="l00806"></a><span class="lineno">  806</span>&#160;</div><div class="line"><a name="l00808"></a><span class="lineno">  808</span>&#160;  CUTLASS_DEVICE</div><div class="line"><a name="l00809"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc.html#ae1f12f1efd80ced9b4976698515bac41">  809</a></span>&#160;  <span class="keywordtype">void</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc.html#ae1f12f1efd80ced9b4976698515bac41">operator()</a>(TensorCoord <span class="keyword">const</span> &amp;coord) {</div><div class="line"><a name="l00810"></a><span class="lineno">  810</span>&#160;</div><div class="line"><a name="l00811"></a><span class="lineno">  811</span>&#160;    <span class="keywordtype">bool</span> is_diag = <span class="keyword">true</span>;</div><div class="line"><a name="l00812"></a><span class="lineno">  812</span>&#160;    </div><div class="line"><a name="l00813"></a><span class="lineno">  813</span>&#160;    <a class="code" href="cutlass_8h.html#a4b1c9f25ab6eaa25e1f2258dd63e6ce4">CUTLASS_PRAGMA_UNROLL</a></div><div class="line"><a name="l00814"></a><span class="lineno">  814</span>&#160;    <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 1; i &lt; Layout::kRank; ++i) {</div><div class="line"><a name="l00815"></a><span class="lineno">  815</span>&#160;      <span class="keywordflow">if</span> (coord[i] != coord[i - 1]) {</div><div class="line"><a name="l00816"></a><span class="lineno">  816</span>&#160;        is_diag = <span class="keyword">false</span>;</div><div class="line"><a name="l00817"></a><span class="lineno">  817</span>&#160;        <span class="keywordflow">break</span>;</div><div class="line"><a name="l00818"></a><span class="lineno">  818</span>&#160;      }</div><div class="line"><a name="l00819"></a><span class="lineno">  819</span>&#160;    }</div><div class="line"><a name="l00820"></a><span class="lineno">  820</span>&#160;</div><div class="line"><a name="l00821"></a><span class="lineno">  821</span>&#160;    <span class="keywordflow">if</span> (!is_diag) {</div><div class="line"><a name="l00822"></a><span class="lineno">  822</span>&#160;      params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_1_1Params.html#a71ca670c06e32d1626376a55efcb01e2">view</a>.<a class="code" href="classcutlass_1_1TensorRef.html#a8758907a1c9b1fcd00e7ece626d03b76">at</a>(coord) = params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_1_1Params.html#a38c69fb4480004c98d1df6386b2200ce">other</a>;  </div><div class="line"><a name="l00823"></a><span class="lineno">  823</span>&#160;    }</div><div class="line"><a name="l00824"></a><span class="lineno">  824</span>&#160;  }</div><div class="line"><a name="l00825"></a><span class="lineno">  825</span>&#160;};</div><div class="line"><a name="l00826"></a><span class="lineno">  826</span>&#160;</div><div class="line"><a name="l00827"></a><span class="lineno">  827</span>&#160;} <span class="comment">// namespace detail</span></div><div class="line"><a name="l00828"></a><span class="lineno">  828</span>&#160;</div><div class="line"><a name="l00830"></a><span class="lineno">  830</span>&#160;</div><div class="line"><a name="l00832"></a><span class="lineno">  832</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00833"></a><span class="lineno">  833</span>&#160;  <span class="keyword">typename</span> Element,               </div><div class="line"><a name="l00834"></a><span class="lineno">  834</span>&#160;  <span class="keyword">typename</span> Layout&gt;                </div><div class="line"><a name="l00835"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1reference_1_1device.html#a8ab743402a5664eb255b08efd0da3481">  835</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="namespacecutlass_1_1reference_1_1device.html#a8ab743402a5664eb255b08efd0da3481">TensorUpdateOffDiagonal</a>(</div><div class="line"><a name="l00836"></a><span class="lineno">  836</span>&#160;  <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a> view,      </div><div class="line"><a name="l00837"></a><span class="lineno">  837</span>&#160;  Element other = Element(1)) {</div><div class="line"><a name="l00838"></a><span class="lineno">  838</span>&#160;</div><div class="line"><a name="l00839"></a><span class="lineno">  839</span>&#160;  <span class="keyword">typedef</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc.html">detail::TensorUpdateOffDiagonalFunc&lt;Element, Layout&gt;</a> Func;</div><div class="line"><a name="l00840"></a><span class="lineno">  840</span>&#160;  <span class="keyword">typedef</span> <span class="keyword">typename</span> Func::Params <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a18c7d6191e9334ecc64abeccc418fa42">Params</a>;</div><div class="line"><a name="l00841"></a><span class="lineno">  841</span>&#160;</div><div class="line"><a name="l00842"></a><span class="lineno">  842</span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1TensorForEach.html">TensorForEach&lt;Func, Layout::kRank, Params&gt;</a>(</div><div class="line"><a name="l00843"></a><span class="lineno">  843</span>&#160;    view.size(),</div><div class="line"><a name="l00844"></a><span class="lineno">  844</span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a18c7d6191e9334ecc64abeccc418fa42">Params</a>(view, other)</div><div class="line"><a name="l00845"></a><span class="lineno">  845</span>&#160;  );</div><div class="line"><a name="l00846"></a><span class="lineno">  846</span>&#160;}</div><div class="line"><a name="l00847"></a><span class="lineno">  847</span>&#160;</div><div class="line"><a name="l00850"></a><span class="lineno">  850</span>&#160;</div><div class="line"><a name="l00851"></a><span class="lineno">  851</span>&#160;<span class="keyword">namespace </span>detail {</div><div class="line"><a name="l00852"></a><span class="lineno">  852</span>&#160;</div><div class="line"><a name="l00854"></a><span class="lineno">  854</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00855"></a><span class="lineno">  855</span>&#160;  <span class="keyword">typename</span> Element,               </div><div class="line"><a name="l00856"></a><span class="lineno">  856</span>&#160;  <span class="keyword">typename</span> Layout&gt;                </div><div class="line"><a name="l00857"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc.html">  857</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc.html">TensorFillLinearFunc</a> {</div><div class="line"><a name="l00858"></a><span class="lineno">  858</span>&#160;</div><div class="line"><a name="l00860"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc.html#a7149338d881329210cc1aa0e4346e9ea">  860</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a> = <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a>;</div><div class="line"><a name="l00861"></a><span class="lineno">  861</span>&#160;</div><div class="line"><a name="l00863"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc.html#aecaf8dc5acaa028175a4721aafa6defe">  863</a></span>&#160;  <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classcutlass_1_1TensorView.html#afe228764eb67b664fb5ca320c092903b">TensorView::Element</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc.html#aecaf8dc5acaa028175a4721aafa6defe">T</a>;</div><div class="line"><a name="l00864"></a><span class="lineno">  864</span>&#160;</div><div class="line"><a name="l00866"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc.html#a6102c98fc8477590ce5e2f7bdae39030">  866</a></span>&#160;  <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classcutlass_1_1TensorView.html#a893017197cb29d46773feea6cdbb25db">TensorView::TensorCoord</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc.html#a6102c98fc8477590ce5e2f7bdae39030">TensorCoord</a>;</div><div class="line"><a name="l00867"></a><span class="lineno">  867</span>&#160;</div><div class="line"><a name="l00869"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params.html">  869</a></span>&#160;  <span class="keyword">struct </span><a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params.html">Params</a> {</div><div class="line"><a name="l00870"></a><span class="lineno">  870</span>&#160;</div><div class="line"><a name="l00871"></a><span class="lineno">  871</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00872"></a><span class="lineno">  872</span>&#160;    <span class="comment">// Data members</span></div><div class="line"><a name="l00873"></a><span class="lineno">  873</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00874"></a><span class="lineno">  874</span>&#160;</div><div class="line"><a name="l00875"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params.html#ae0ddbd69652832bfa3bb6365c29391f9">  875</a></span>&#160;    <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params.html#ae0ddbd69652832bfa3bb6365c29391f9">view</a>;</div><div class="line"><a name="l00876"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params.html#a37acaffa4b543356b0853056134f2d3a">  876</a></span>&#160;    Array&lt;Element, Layout::kRank&gt; <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params.html#a37acaffa4b543356b0853056134f2d3a">v</a>;</div><div class="line"><a name="l00877"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params.html#af949a3520e7458678e3dd59113573ffe">  877</a></span>&#160;    Element <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params.html#af949a3520e7458678e3dd59113573ffe">s</a>;</div><div class="line"><a name="l00878"></a><span class="lineno">  878</span>&#160;</div><div class="line"><a name="l00880"></a><span class="lineno">  880</span>&#160;    <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l00881"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params.html#a2c6db4c2b5fc5d61b1568a4a1ea60915">  881</a></span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params.html#a2c6db4c2b5fc5d61b1568a4a1ea60915">Params</a>() { }</div><div class="line"><a name="l00882"></a><span class="lineno">  882</span>&#160;</div><div class="line"><a name="l00883"></a><span class="lineno">  883</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00884"></a><span class="lineno">  884</span>&#160;    <span class="comment">// Methods</span></div><div class="line"><a name="l00885"></a><span class="lineno">  885</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l00886"></a><span class="lineno">  886</span>&#160;</div><div class="line"><a name="l00888"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params.html#a957e40835792c12cd667d41cb35ebdc9">  888</a></span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params.html#a957e40835792c12cd667d41cb35ebdc9">Params</a>(</div><div class="line"><a name="l00889"></a><span class="lineno">  889</span>&#160;      <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a> view_,      </div><div class="line"><a name="l00890"></a><span class="lineno">  890</span>&#160;      Array&lt;Element, Layout::kRank&gt; <span class="keyword">const</span> &amp; v_,</div><div class="line"><a name="l00891"></a><span class="lineno">  891</span>&#160;      Element s_ = Element(0)</div><div class="line"><a name="l00892"></a><span class="lineno">  892</span>&#160;    ):</div><div class="line"><a name="l00893"></a><span class="lineno">  893</span>&#160;      view(view_), v(v_), s(s_) { </div><div class="line"><a name="l00894"></a><span class="lineno">  894</span>&#160;</div><div class="line"><a name="l00895"></a><span class="lineno">  895</span>&#160;    }</div><div class="line"><a name="l00896"></a><span class="lineno">  896</span>&#160;  };</div><div class="line"><a name="l00897"></a><span class="lineno">  897</span>&#160;</div><div class="line"><a name="l00898"></a><span class="lineno">  898</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00899"></a><span class="lineno">  899</span>&#160;  <span class="comment">// Data members</span></div><div class="line"><a name="l00900"></a><span class="lineno">  900</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00901"></a><span class="lineno">  901</span>&#160;</div><div class="line"><a name="l00903"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc.html#a062cc0662f2c4f00715889679141143f">  903</a></span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params.html">Params</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc.html#a062cc0662f2c4f00715889679141143f">params</a>;</div><div class="line"><a name="l00904"></a><span class="lineno">  904</span>&#160;</div><div class="line"><a name="l00905"></a><span class="lineno">  905</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00906"></a><span class="lineno">  906</span>&#160;  <span class="comment">// Methods</span></div><div class="line"><a name="l00907"></a><span class="lineno">  907</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l00908"></a><span class="lineno">  908</span>&#160;</div><div class="line"><a name="l00910"></a><span class="lineno">  910</span>&#160;  CUTLASS_DEVICE</div><div class="line"><a name="l00911"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc.html#a49592cca17ef03a330f698c729efb6e5">  911</a></span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc.html#a49592cca17ef03a330f698c729efb6e5">TensorFillLinearFunc</a>(<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params.html">Params</a> <span class="keyword">const</span> &amp;params): params(params) {</div><div class="line"><a name="l00912"></a><span class="lineno">  912</span>&#160;</div><div class="line"><a name="l00913"></a><span class="lineno">  913</span>&#160;  }</div><div class="line"><a name="l00914"></a><span class="lineno">  914</span>&#160;</div><div class="line"><a name="l00916"></a><span class="lineno">  916</span>&#160;  CUTLASS_DEVICE</div><div class="line"><a name="l00917"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc.html#a0a70ddd37f599b4158f249d0f6cd896f">  917</a></span>&#160;  <span class="keywordtype">void</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc.html#a0a70ddd37f599b4158f249d0f6cd896f">operator()</a>(TensorCoord <span class="keyword">const</span> &amp;coord) {</div><div class="line"><a name="l00918"></a><span class="lineno">  918</span>&#160;    Element sum = params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params.html#af949a3520e7458678e3dd59113573ffe">s</a>;</div><div class="line"><a name="l00919"></a><span class="lineno">  919</span>&#160;    </div><div class="line"><a name="l00920"></a><span class="lineno">  920</span>&#160;    <a class="code" href="cutlass_8h.html#a4b1c9f25ab6eaa25e1f2258dd63e6ce4">CUTLASS_PRAGMA_UNROLL</a></div><div class="line"><a name="l00921"></a><span class="lineno">  921</span>&#160;    <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i &lt; Layout::kRank; ++i) {</div><div class="line"><a name="l00922"></a><span class="lineno">  922</span>&#160;      sum += params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params.html#a37acaffa4b543356b0853056134f2d3a">v</a>[i] * Element(coord[i]);</div><div class="line"><a name="l00923"></a><span class="lineno">  923</span>&#160;    }</div><div class="line"><a name="l00924"></a><span class="lineno">  924</span>&#160;</div><div class="line"><a name="l00925"></a><span class="lineno">  925</span>&#160;    params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params.html#ae0ddbd69652832bfa3bb6365c29391f9">view</a>.<a class="code" href="classcutlass_1_1TensorRef.html#a8758907a1c9b1fcd00e7ece626d03b76">at</a>(coord) = sum;</div><div class="line"><a name="l00926"></a><span class="lineno">  926</span>&#160;  }</div><div class="line"><a name="l00927"></a><span class="lineno">  927</span>&#160;};</div><div class="line"><a name="l00928"></a><span class="lineno">  928</span>&#160;</div><div class="line"><a name="l00929"></a><span class="lineno">  929</span>&#160;} <span class="comment">// namespace detail</span></div><div class="line"><a name="l00930"></a><span class="lineno">  930</span>&#160;</div><div class="line"><a name="l00932"></a><span class="lineno">  932</span>&#160;</div><div class="line"><a name="l00934"></a><span class="lineno">  934</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00935"></a><span class="lineno">  935</span>&#160;  <span class="keyword">typename</span> Element,               </div><div class="line"><a name="l00936"></a><span class="lineno">  936</span>&#160;  <span class="keyword">typename</span> Layout&gt;                </div><div class="line"><a name="l00937"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1reference_1_1device.html#a37816633b87bce34515e31fa5c2709fa">  937</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="namespacecutlass_1_1reference_1_1device.html#a37816633b87bce34515e31fa5c2709fa">TensorFillLinear</a>(</div><div class="line"><a name="l00938"></a><span class="lineno">  938</span>&#160;  <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a> view,      </div><div class="line"><a name="l00939"></a><span class="lineno">  939</span>&#160;  Array&lt;Element, Layout::kRank&gt; <span class="keyword">const</span> &amp; v,</div><div class="line"><a name="l00940"></a><span class="lineno">  940</span>&#160;  Element s = Element(0)) {</div><div class="line"><a name="l00941"></a><span class="lineno">  941</span>&#160;</div><div class="line"><a name="l00942"></a><span class="lineno">  942</span>&#160;  <span class="keyword">using</span> Func = <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc.html">detail::TensorFillLinearFunc&lt;Element, Layout&gt;</a>;</div><div class="line"><a name="l00943"></a><span class="lineno">  943</span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a18c7d6191e9334ecc64abeccc418fa42">Params</a> = <span class="keyword">typename</span> Func::Params;</div><div class="line"><a name="l00944"></a><span class="lineno">  944</span>&#160;</div><div class="line"><a name="l00945"></a><span class="lineno">  945</span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1TensorForEach.html">TensorForEach&lt;Func, Layout::kRank, Params&gt;</a>(</div><div class="line"><a name="l00946"></a><span class="lineno">  946</span>&#160;    view.size(),</div><div class="line"><a name="l00947"></a><span class="lineno">  947</span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a18c7d6191e9334ecc64abeccc418fa42">Params</a>(view, v, s)</div><div class="line"><a name="l00948"></a><span class="lineno">  948</span>&#160;  );</div><div class="line"><a name="l00949"></a><span class="lineno">  949</span>&#160;}</div><div class="line"><a name="l00950"></a><span class="lineno">  950</span>&#160;</div><div class="line"><a name="l00953"></a><span class="lineno">  953</span>&#160;</div><div class="line"><a name="l00955"></a><span class="lineno">  955</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00956"></a><span class="lineno">  956</span>&#160;  <span class="keyword">typename</span> Element</div><div class="line"><a name="l00957"></a><span class="lineno">  957</span>&#160;&gt;</div><div class="line"><a name="l00958"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1reference_1_1device.html#a2cf3ac0ae77e672e2af80f4820434cbe">  958</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="namespacecutlass_1_1reference_1_1device.html#a2cf3ac0ae77e672e2af80f4820434cbe">BlockFillSequential</a>(</div><div class="line"><a name="l00959"></a><span class="lineno">  959</span>&#160;  Element *ptr,</div><div class="line"><a name="l00960"></a><span class="lineno">  960</span>&#160;  int64_t capacity,</div><div class="line"><a name="l00961"></a><span class="lineno">  961</span>&#160;  Element v = Element(1),</div><div class="line"><a name="l00962"></a><span class="lineno">  962</span>&#160;  Element s = Element(0)) {</div><div class="line"><a name="l00963"></a><span class="lineno">  963</span>&#160;</div><div class="line"><a name="l00964"></a><span class="lineno">  964</span>&#160;}</div><div class="line"><a name="l00965"></a><span class="lineno">  965</span>&#160;</div><div class="line"><a name="l00968"></a><span class="lineno">  968</span>&#160;</div><div class="line"><a name="l00970"></a><span class="lineno">  970</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00971"></a><span class="lineno">  971</span>&#160;  <span class="keyword">typename</span> Element</div><div class="line"><a name="l00972"></a><span class="lineno">  972</span>&#160;&gt;</div><div class="line"><a name="l00973"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1reference_1_1device.html#af6b21c6d90a1bb3f10dffd0a4adb644a">  973</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="namespacecutlass_1_1reference_1_1device.html#af6b21c6d90a1bb3f10dffd0a4adb644a">BlockFillRandom</a>(</div><div class="line"><a name="l00974"></a><span class="lineno">  974</span>&#160;  Element *ptr,</div><div class="line"><a name="l00975"></a><span class="lineno">  975</span>&#160;  <span class="keywordtype">size_t</span> capacity,</div><div class="line"><a name="l00976"></a><span class="lineno">  976</span>&#160;  uint64_t seed,</div><div class="line"><a name="l00977"></a><span class="lineno">  977</span>&#160;  <a class="code" href="structcutlass_1_1Distribution.html">Distribution</a> dist) {</div><div class="line"><a name="l00978"></a><span class="lineno">  978</span>&#160;</div><div class="line"><a name="l00979"></a><span class="lineno">  979</span>&#160;  <span class="keywordflow">if</span> (dist.<a class="code" href="structcutlass_1_1Distribution.html#a07cb089b346ef06e198f6043128264fb">kind</a> == <a class="code" href="structcutlass_1_1Distribution.html#a499f4023e0d42356ce71d38cc32bf92aa39890d8be86d514207259b1b5dca3ed5">Distribution::Gaussian</a>) {</div><div class="line"><a name="l00980"></a><span class="lineno">  980</span>&#160;    BlockFillRandomGaussian&lt;Element&gt;(</div><div class="line"><a name="l00981"></a><span class="lineno">  981</span>&#160;      ptr, </div><div class="line"><a name="l00982"></a><span class="lineno">  982</span>&#160;      capacity, </div><div class="line"><a name="l00983"></a><span class="lineno">  983</span>&#160;      <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#abef0c9ca39d558549ab6ac3c5782b1a1">seed</a>, </div><div class="line"><a name="l00984"></a><span class="lineno">  984</span>&#160;      <span class="keyword">static_cast&lt;</span>Element<span class="keyword">&gt;</span>(dist.<a class="code" href="structcutlass_1_1Distribution.html#ada9c50671b405fabbb0841a093f809de">gaussian</a>.mean), </div><div class="line"><a name="l00985"></a><span class="lineno">  985</span>&#160;      static_cast&lt;Element&gt;(dist.<a class="code" href="structcutlass_1_1Distribution.html#ada9c50671b405fabbb0841a093f809de">gaussian</a>.stddev), </div><div class="line"><a name="l00986"></a><span class="lineno">  986</span>&#160;      dist.<a class="code" href="structcutlass_1_1Distribution.html#a676b1d8b87691b4218f6ed308e6adfc1">int_scale</a>);</div><div class="line"><a name="l00987"></a><span class="lineno">  987</span>&#160;  }</div><div class="line"><a name="l00988"></a><span class="lineno">  988</span>&#160;  <span class="keywordflow">else</span> <span class="keywordflow">if</span> (dist.<a class="code" href="structcutlass_1_1Distribution.html#a07cb089b346ef06e198f6043128264fb">kind</a> == <a class="code" href="structcutlass_1_1Distribution.html#a499f4023e0d42356ce71d38cc32bf92aa0fad91cf4fcbc8ab015053bea77090a6">Distribution::Uniform</a>) {</div><div class="line"><a name="l00989"></a><span class="lineno">  989</span>&#160;    BlockFillRandomUniform&lt;Element&gt;(</div><div class="line"><a name="l00990"></a><span class="lineno">  990</span>&#160;      ptr, </div><div class="line"><a name="l00991"></a><span class="lineno">  991</span>&#160;      capacity, </div><div class="line"><a name="l00992"></a><span class="lineno">  992</span>&#160;      <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#abef0c9ca39d558549ab6ac3c5782b1a1">seed</a>, </div><div class="line"><a name="l00993"></a><span class="lineno">  993</span>&#160;      <span class="keyword">static_cast&lt;</span>Element<span class="keyword">&gt;</span>(dist.<a class="code" href="structcutlass_1_1Distribution.html#afc30b6976acb39e54f061af1bf2870db">uniform</a>.max),</div><div class="line"><a name="l00994"></a><span class="lineno">  994</span>&#160;      static_cast&lt;Element&gt;(dist.<a class="code" href="structcutlass_1_1Distribution.html#afc30b6976acb39e54f061af1bf2870db">uniform</a>.min), </div><div class="line"><a name="l00995"></a><span class="lineno">  995</span>&#160;      dist.<a class="code" href="structcutlass_1_1Distribution.html#a676b1d8b87691b4218f6ed308e6adfc1">int_scale</a>);</div><div class="line"><a name="l00996"></a><span class="lineno">  996</span>&#160;  }</div><div class="line"><a name="l00997"></a><span class="lineno">  997</span>&#160;}</div><div class="line"><a name="l00998"></a><span class="lineno">  998</span>&#160;</div><div class="line"><a name="l01001"></a><span class="lineno"> 1001</span>&#160;</div><div class="line"><a name="l01002"></a><span class="lineno"> 1002</span>&#160;<span class="keyword">namespace </span>detail {</div><div class="line"><a name="l01003"></a><span class="lineno"> 1003</span>&#160;</div><div class="line"><a name="l01005"></a><span class="lineno"> 1005</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l01006"></a><span class="lineno"> 1006</span>&#160;  <span class="keyword">typename</span> Element,               </div><div class="line"><a name="l01007"></a><span class="lineno"> 1007</span>&#160;  <span class="keyword">typename</span> Layout&gt;                </div><div class="line"><a name="l01008"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc.html"> 1008</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc.html">TensorCopyDiagonalInFunc</a> {</div><div class="line"><a name="l01009"></a><span class="lineno"> 1009</span>&#160;</div><div class="line"><a name="l01011"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc.html#a8510e634ed1a482dc6b4baeaac881caa"> 1011</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a> = <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a>;</div><div class="line"><a name="l01012"></a><span class="lineno"> 1012</span>&#160;</div><div class="line"><a name="l01014"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc.html#ae7ff417d1b9a9fa9824b57bbc9716223"> 1014</a></span>&#160;  <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classcutlass_1_1TensorView.html#afe228764eb67b664fb5ca320c092903b">TensorView::Element</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc.html#ae7ff417d1b9a9fa9824b57bbc9716223">T</a>;</div><div class="line"><a name="l01015"></a><span class="lineno"> 1015</span>&#160;</div><div class="line"><a name="l01017"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc.html#a80676e67d778e538981b0dc1fc9bd008"> 1017</a></span>&#160;  <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classcutlass_1_1TensorView.html#a893017197cb29d46773feea6cdbb25db">TensorView::TensorCoord</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc.html#a80676e67d778e538981b0dc1fc9bd008">TensorCoord</a>;</div><div class="line"><a name="l01018"></a><span class="lineno"> 1018</span>&#160;</div><div class="line"><a name="l01020"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_1_1Params.html"> 1020</a></span>&#160;  <span class="keyword">struct </span><a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_1_1Params.html">Params</a> {</div><div class="line"><a name="l01021"></a><span class="lineno"> 1021</span>&#160;</div><div class="line"><a name="l01022"></a><span class="lineno"> 1022</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l01023"></a><span class="lineno"> 1023</span>&#160;    <span class="comment">// Data members</span></div><div class="line"><a name="l01024"></a><span class="lineno"> 1024</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l01025"></a><span class="lineno"> 1025</span>&#160;</div><div class="line"><a name="l01026"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_1_1Params.html#aaaeac91c7344b4b29b290ffd095ef57f"> 1026</a></span>&#160;    <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_1_1Params.html#aaaeac91c7344b4b29b290ffd095ef57f">view</a>;</div><div class="line"><a name="l01027"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_1_1Params.html#a088d18e084a3bd3c60ef12069b70b03c"> 1027</a></span>&#160;    Element <span class="keyword">const</span> *<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_1_1Params.html#a088d18e084a3bd3c60ef12069b70b03c">ptr</a>;</div><div class="line"><a name="l01028"></a><span class="lineno"> 1028</span>&#160;</div><div class="line"><a name="l01030"></a><span class="lineno"> 1030</span>&#160;    <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l01031"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_1_1Params.html#a24b17f2db455bfb0d86f6534c6850766"> 1031</a></span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_1_1Params.html#a24b17f2db455bfb0d86f6534c6850766">Params</a>() { }</div><div class="line"><a name="l01032"></a><span class="lineno"> 1032</span>&#160;</div><div class="line"><a name="l01033"></a><span class="lineno"> 1033</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l01034"></a><span class="lineno"> 1034</span>&#160;    <span class="comment">// Methods</span></div><div class="line"><a name="l01035"></a><span class="lineno"> 1035</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l01036"></a><span class="lineno"> 1036</span>&#160;</div><div class="line"><a name="l01038"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_1_1Params.html#a34d3d2fa3894cc57964ac1af16a8612a"> 1038</a></span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_1_1Params.html#a34d3d2fa3894cc57964ac1af16a8612a">Params</a>(</div><div class="line"><a name="l01039"></a><span class="lineno"> 1039</span>&#160;      <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a> view_,      </div><div class="line"><a name="l01040"></a><span class="lineno"> 1040</span>&#160;      Element <span class="keyword">const</span> *ptr_</div><div class="line"><a name="l01041"></a><span class="lineno"> 1041</span>&#160;    ):</div><div class="line"><a name="l01042"></a><span class="lineno"> 1042</span>&#160;      view(view_), ptr(ptr_) { </div><div class="line"><a name="l01043"></a><span class="lineno"> 1043</span>&#160;</div><div class="line"><a name="l01044"></a><span class="lineno"> 1044</span>&#160;    }</div><div class="line"><a name="l01045"></a><span class="lineno"> 1045</span>&#160;  };</div><div class="line"><a name="l01046"></a><span class="lineno"> 1046</span>&#160;</div><div class="line"><a name="l01047"></a><span class="lineno"> 1047</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l01048"></a><span class="lineno"> 1048</span>&#160;  <span class="comment">// Data members</span></div><div class="line"><a name="l01049"></a><span class="lineno"> 1049</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l01050"></a><span class="lineno"> 1050</span>&#160;</div><div class="line"><a name="l01052"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc.html#a74b866ebefe84dd33f31977f189adebe"> 1052</a></span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_1_1Params.html">Params</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc.html#a74b866ebefe84dd33f31977f189adebe">params</a>;</div><div class="line"><a name="l01053"></a><span class="lineno"> 1053</span>&#160;</div><div class="line"><a name="l01054"></a><span class="lineno"> 1054</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l01055"></a><span class="lineno"> 1055</span>&#160;  <span class="comment">// Methods</span></div><div class="line"><a name="l01056"></a><span class="lineno"> 1056</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l01057"></a><span class="lineno"> 1057</span>&#160;</div><div class="line"><a name="l01059"></a><span class="lineno"> 1059</span>&#160;  CUTLASS_DEVICE</div><div class="line"><a name="l01060"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc.html#aeb63ecaca6cb9c523460736d187e7817"> 1060</a></span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc.html#aeb63ecaca6cb9c523460736d187e7817">TensorCopyDiagonalInFunc</a>(<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_1_1Params.html">Params</a> <span class="keyword">const</span> &amp;params): params(params) {</div><div class="line"><a name="l01061"></a><span class="lineno"> 1061</span>&#160;</div><div class="line"><a name="l01062"></a><span class="lineno"> 1062</span>&#160;  }</div><div class="line"><a name="l01063"></a><span class="lineno"> 1063</span>&#160;</div><div class="line"><a name="l01065"></a><span class="lineno"> 1065</span>&#160;  CUTLASS_DEVICE</div><div class="line"><a name="l01066"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc.html#af700e9ac6ece02af0ce80fb8ef792084"> 1066</a></span>&#160;  <span class="keywordtype">void</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc.html#af700e9ac6ece02af0ce80fb8ef792084">operator()</a>(TensorCoord <span class="keyword">const</span> &amp;coord) {</div><div class="line"><a name="l01067"></a><span class="lineno"> 1067</span>&#160;    <span class="keywordtype">bool</span> is_diagonal = <span class="keyword">true</span>;</div><div class="line"><a name="l01068"></a><span class="lineno"> 1068</span>&#160;</div><div class="line"><a name="l01069"></a><span class="lineno"> 1069</span>&#160;    <a class="code" href="cutlass_8h.html#a4b1c9f25ab6eaa25e1f2258dd63e6ce4">CUTLASS_PRAGMA_UNROLL</a></div><div class="line"><a name="l01070"></a><span class="lineno"> 1070</span>&#160;    <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 1; i &lt; Layout::kRank; ++i) {</div><div class="line"><a name="l01071"></a><span class="lineno"> 1071</span>&#160;      <span class="keywordflow">if</span> (coord[i] != coord[0]) {</div><div class="line"><a name="l01072"></a><span class="lineno"> 1072</span>&#160;        is_diagonal = <span class="keyword">false</span>;</div><div class="line"><a name="l01073"></a><span class="lineno"> 1073</span>&#160;      }</div><div class="line"><a name="l01074"></a><span class="lineno"> 1074</span>&#160;    }</div><div class="line"><a name="l01075"></a><span class="lineno"> 1075</span>&#160;    <span class="keywordflow">if</span> (is_diagonal) {</div><div class="line"><a name="l01076"></a><span class="lineno"> 1076</span>&#160;      params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_1_1Params.html#aaaeac91c7344b4b29b290ffd095ef57f">view</a>.<a class="code" href="classcutlass_1_1TensorRef.html#a8758907a1c9b1fcd00e7ece626d03b76">at</a>(coord) = params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_1_1Params.html#a088d18e084a3bd3c60ef12069b70b03c">ptr</a>[coord[0]];</div><div class="line"><a name="l01077"></a><span class="lineno"> 1077</span>&#160;    }</div><div class="line"><a name="l01078"></a><span class="lineno"> 1078</span>&#160;  }</div><div class="line"><a name="l01079"></a><span class="lineno"> 1079</span>&#160;};</div><div class="line"><a name="l01080"></a><span class="lineno"> 1080</span>&#160;</div><div class="line"><a name="l01081"></a><span class="lineno"> 1081</span>&#160;} <span class="comment">// namespace detail</span></div><div class="line"><a name="l01082"></a><span class="lineno"> 1082</span>&#160;</div><div class="line"><a name="l01084"></a><span class="lineno"> 1084</span>&#160;</div><div class="line"><a name="l01086"></a><span class="lineno"> 1086</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l01087"></a><span class="lineno"> 1087</span>&#160;  <span class="keyword">typename</span> Element,               </div><div class="line"><a name="l01088"></a><span class="lineno"> 1088</span>&#160;  <span class="keyword">typename</span> Layout&gt;                </div><div class="line"><a name="l01089"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1reference_1_1device.html#a3d11dd00b1bdaa15fdb96345c5ac613a"> 1089</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="namespacecutlass_1_1reference_1_1device.html#a3d11dd00b1bdaa15fdb96345c5ac613a">TensorCopyDiagonalIn</a>(</div><div class="line"><a name="l01090"></a><span class="lineno"> 1090</span>&#160;  <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a> view,   </div><div class="line"><a name="l01091"></a><span class="lineno"> 1091</span>&#160;  Element <span class="keyword">const</span> *ptr) {                     </div><div class="line"><a name="l01092"></a><span class="lineno"> 1092</span>&#160;</div><div class="line"><a name="l01093"></a><span class="lineno"> 1093</span>&#160;  <span class="keyword">using</span> Func = <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc.html">detail::TensorCopyDiagonalInFunc&lt;Element, Layout&gt;</a>;</div><div class="line"><a name="l01094"></a><span class="lineno"> 1094</span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a18c7d6191e9334ecc64abeccc418fa42">Params</a> = <span class="keyword">typename</span> Func::Params;</div><div class="line"><a name="l01095"></a><span class="lineno"> 1095</span>&#160;</div><div class="line"><a name="l01096"></a><span class="lineno"> 1096</span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1TensorForEach.html">TensorForEach&lt;Func, Layout::kRank, Params&gt;</a>(</div><div class="line"><a name="l01097"></a><span class="lineno"> 1097</span>&#160;    view.size(),</div><div class="line"><a name="l01098"></a><span class="lineno"> 1098</span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a18c7d6191e9334ecc64abeccc418fa42">Params</a>(view, ptr)</div><div class="line"><a name="l01099"></a><span class="lineno"> 1099</span>&#160;  );</div><div class="line"><a name="l01100"></a><span class="lineno"> 1100</span>&#160;}</div><div class="line"><a name="l01101"></a><span class="lineno"> 1101</span>&#160;</div><div class="line"><a name="l01104"></a><span class="lineno"> 1104</span>&#160;</div><div class="line"><a name="l01105"></a><span class="lineno"> 1105</span>&#160;</div><div class="line"><a name="l01106"></a><span class="lineno"> 1106</span>&#160;<span class="keyword">namespace </span>detail {</div><div class="line"><a name="l01107"></a><span class="lineno"> 1107</span>&#160;</div><div class="line"><a name="l01109"></a><span class="lineno"> 1109</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l01110"></a><span class="lineno"> 1110</span>&#160;  <span class="keyword">typename</span> Element,               </div><div class="line"><a name="l01111"></a><span class="lineno"> 1111</span>&#160;  <span class="keyword">typename</span> Layout&gt;                </div><div class="line"><a name="l01112"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc.html"> 1112</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc.html">TensorCopyDiagonalOutFunc</a> {</div><div class="line"><a name="l01113"></a><span class="lineno"> 1113</span>&#160;</div><div class="line"><a name="l01115"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc.html#a05c99a724ad0b23e26ba4484b36ed63f"> 1115</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a> = <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a>;</div><div class="line"><a name="l01116"></a><span class="lineno"> 1116</span>&#160;</div><div class="line"><a name="l01118"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc.html#a1a11ba096a900e80fbbacf618e2364e2"> 1118</a></span>&#160;  <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classcutlass_1_1TensorView.html#afe228764eb67b664fb5ca320c092903b">TensorView::Element</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc.html#a1a11ba096a900e80fbbacf618e2364e2">T</a>;</div><div class="line"><a name="l01119"></a><span class="lineno"> 1119</span>&#160;</div><div class="line"><a name="l01121"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc.html#aade5eb222c1dd0a2445e09b7085cb34d"> 1121</a></span>&#160;  <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classcutlass_1_1TensorView.html#a893017197cb29d46773feea6cdbb25db">TensorView::TensorCoord</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc.html#aade5eb222c1dd0a2445e09b7085cb34d">TensorCoord</a>;</div><div class="line"><a name="l01122"></a><span class="lineno"> 1122</span>&#160;</div><div class="line"><a name="l01124"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_1_1Params.html"> 1124</a></span>&#160;  <span class="keyword">struct </span><a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_1_1Params.html">Params</a> {</div><div class="line"><a name="l01125"></a><span class="lineno"> 1125</span>&#160;</div><div class="line"><a name="l01126"></a><span class="lineno"> 1126</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l01127"></a><span class="lineno"> 1127</span>&#160;    <span class="comment">// Data members</span></div><div class="line"><a name="l01128"></a><span class="lineno"> 1128</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l01129"></a><span class="lineno"> 1129</span>&#160;</div><div class="line"><a name="l01130"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_1_1Params.html#a9400d4fbf707fbf210f35b7fdbd86816"> 1130</a></span>&#160;    <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_1_1Params.html#a9400d4fbf707fbf210f35b7fdbd86816">view</a>;</div><div class="line"><a name="l01131"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_1_1Params.html#aec7f77c57f4eaa7afc539b92f1016646"> 1131</a></span>&#160;    Element *<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_1_1Params.html#aec7f77c57f4eaa7afc539b92f1016646">ptr</a>;</div><div class="line"><a name="l01132"></a><span class="lineno"> 1132</span>&#160;</div><div class="line"><a name="l01134"></a><span class="lineno"> 1134</span>&#160;    <a class="code" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="line"><a name="l01135"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_1_1Params.html#a32775ff6e9303eac6dd60b3ef8bedcde"> 1135</a></span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_1_1Params.html#a32775ff6e9303eac6dd60b3ef8bedcde">Params</a>() { }</div><div class="line"><a name="l01136"></a><span class="lineno"> 1136</span>&#160;</div><div class="line"><a name="l01137"></a><span class="lineno"> 1137</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l01138"></a><span class="lineno"> 1138</span>&#160;    <span class="comment">// Methods</span></div><div class="line"><a name="l01139"></a><span class="lineno"> 1139</span>&#160;    <span class="comment">//</span></div><div class="line"><a name="l01140"></a><span class="lineno"> 1140</span>&#160;</div><div class="line"><a name="l01142"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_1_1Params.html#a0e2ce02d7913b84c297e586b5334366d"> 1142</a></span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_1_1Params.html#a0e2ce02d7913b84c297e586b5334366d">Params</a>(</div><div class="line"><a name="l01143"></a><span class="lineno"> 1143</span>&#160;      <a class="code" href="classcutlass_1_1TensorView.html">TensorView</a> view_,      </div><div class="line"><a name="l01144"></a><span class="lineno"> 1144</span>&#160;      Element *ptr_</div><div class="line"><a name="l01145"></a><span class="lineno"> 1145</span>&#160;    ):</div><div class="line"><a name="l01146"></a><span class="lineno"> 1146</span>&#160;      view(view_), ptr(ptr_) { </div><div class="line"><a name="l01147"></a><span class="lineno"> 1147</span>&#160;</div><div class="line"><a name="l01148"></a><span class="lineno"> 1148</span>&#160;    }</div><div class="line"><a name="l01149"></a><span class="lineno"> 1149</span>&#160;  };</div><div class="line"><a name="l01150"></a><span class="lineno"> 1150</span>&#160;</div><div class="line"><a name="l01151"></a><span class="lineno"> 1151</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l01152"></a><span class="lineno"> 1152</span>&#160;  <span class="comment">// Data members</span></div><div class="line"><a name="l01153"></a><span class="lineno"> 1153</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l01154"></a><span class="lineno"> 1154</span>&#160;</div><div class="line"><a name="l01156"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc.html#a68d828562ead4350eed8ad3901ba1237"> 1156</a></span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_1_1Params.html">Params</a> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc.html#a68d828562ead4350eed8ad3901ba1237">params</a>;</div><div class="line"><a name="l01157"></a><span class="lineno"> 1157</span>&#160;</div><div class="line"><a name="l01158"></a><span class="lineno"> 1158</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l01159"></a><span class="lineno"> 1159</span>&#160;  <span class="comment">// Methods</span></div><div class="line"><a name="l01160"></a><span class="lineno"> 1160</span>&#160;  <span class="comment">//</span></div><div class="line"><a name="l01161"></a><span class="lineno"> 1161</span>&#160;</div><div class="line"><a name="l01163"></a><span class="lineno"> 1163</span>&#160;  CUTLASS_DEVICE</div><div class="line"><a name="l01164"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc.html#a0bbf4fa6f52b7f3569eb855c05d889cc"> 1164</a></span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc.html#a0bbf4fa6f52b7f3569eb855c05d889cc">TensorCopyDiagonalOutFunc</a>(<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_1_1Params.html">Params</a> <span class="keyword">const</span> &amp;params): params(params) {</div><div class="line"><a name="l01165"></a><span class="lineno"> 1165</span>&#160;</div><div class="line"><a name="l01166"></a><span class="lineno"> 1166</span>&#160;  }</div><div class="line"><a name="l01167"></a><span class="lineno"> 1167</span>&#160;</div><div class="line"><a name="l01169"></a><span class="lineno"> 1169</span>&#160;  CUTLASS_DEVICE</div><div class="line"><a name="l01170"></a><span class="lineno"><a class="line" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc.html#a1f305e80ba94fcb123d4ce12d986322d"> 1170</a></span>&#160;  <span class="keywordtype">void</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc.html#a1f305e80ba94fcb123d4ce12d986322d">operator()</a>(TensorCoord <span class="keyword">const</span> &amp;coord) {</div><div class="line"><a name="l01171"></a><span class="lineno"> 1171</span>&#160;    <span class="keywordtype">bool</span> is_diagonal = <span class="keyword">true</span>;</div><div class="line"><a name="l01172"></a><span class="lineno"> 1172</span>&#160;</div><div class="line"><a name="l01173"></a><span class="lineno"> 1173</span>&#160;    <a class="code" href="cutlass_8h.html#a4b1c9f25ab6eaa25e1f2258dd63e6ce4">CUTLASS_PRAGMA_UNROLL</a></div><div class="line"><a name="l01174"></a><span class="lineno"> 1174</span>&#160;    <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 1; i &lt; Layout::kRank; ++i) {</div><div class="line"><a name="l01175"></a><span class="lineno"> 1175</span>&#160;      <span class="keywordflow">if</span> (coord[i] != coord[0]) {</div><div class="line"><a name="l01176"></a><span class="lineno"> 1176</span>&#160;        is_diagonal = <span class="keyword">false</span>;</div><div class="line"><a name="l01177"></a><span class="lineno"> 1177</span>&#160;      }</div><div class="line"><a name="l01178"></a><span class="lineno"> 1178</span>&#160;    }</div><div class="line"><a name="l01179"></a><span class="lineno"> 1179</span>&#160;    <span class="keywordflow">if</span> (is_diagonal) {</div><div class="line"><a name="l01180"></a><span class="lineno"> 1180</span>&#160;      params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_1_1Params.html#aec7f77c57f4eaa7afc539b92f1016646">ptr</a>[coord[0]] = params.<a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_1_1Params.html#a9400d4fbf707fbf210f35b7fdbd86816">view</a>.<a class="code" href="classcutlass_1_1TensorRef.html#a8758907a1c9b1fcd00e7ece626d03b76">at</a>(coord);  </div><div class="line"><a name="l01181"></a><span class="lineno"> 1181</span>&#160;    }</div><div class="line"><a name="l01182"></a><span class="lineno"> 1182</span>&#160;  }</div><div class="line"><a name="l01183"></a><span class="lineno"> 1183</span>&#160;};</div><div class="line"><a name="l01184"></a><span class="lineno"> 1184</span>&#160;</div><div class="line"><a name="l01185"></a><span class="lineno"> 1185</span>&#160;} <span class="comment">// namespace detail</span></div><div class="line"><a name="l01186"></a><span class="lineno"> 1186</span>&#160;</div><div class="line"><a name="l01188"></a><span class="lineno"> 1188</span>&#160;</div><div class="line"><a name="l01190"></a><span class="lineno"> 1190</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l01191"></a><span class="lineno"> 1191</span>&#160;  <span class="keyword">typename</span> Element,               </div><div class="line"><a name="l01192"></a><span class="lineno"> 1192</span>&#160;  <span class="keyword">typename</span> Layout&gt;                </div><div class="line"><a name="l01193"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1reference_1_1device.html#a299cab22dca6be5ddf6ff62e23566a24"> 1193</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="namespacecutlass_1_1reference_1_1device.html#a299cab22dca6be5ddf6ff62e23566a24">TensorCopyDiagonalOut</a>(</div><div class="line"><a name="l01194"></a><span class="lineno"> 1194</span>&#160;  Element *ptr,                               </div><div class="line"><a name="l01195"></a><span class="lineno"> 1195</span>&#160;  <a class="code" href="classcutlass_1_1TensorView.html">TensorView&lt;Element, Layout&gt;</a> view) {    </div><div class="line"><a name="l01196"></a><span class="lineno"> 1196</span>&#160;</div><div class="line"><a name="l01197"></a><span class="lineno"> 1197</span>&#160;  <span class="keyword">using</span> Func = <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc.html">detail::TensorCopyDiagonalOutFunc&lt;Element, Layout&gt;</a>;</div><div class="line"><a name="l01198"></a><span class="lineno"> 1198</span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a18c7d6191e9334ecc64abeccc418fa42">Params</a> = <span class="keyword">typename</span> Func::Params;</div><div class="line"><a name="l01199"></a><span class="lineno"> 1199</span>&#160;</div><div class="line"><a name="l01200"></a><span class="lineno"> 1200</span>&#160;  <a class="code" href="structcutlass_1_1reference_1_1device_1_1TensorForEach.html">TensorForEach&lt;Func, Layout::kRank, Params&gt;</a>(</div><div class="line"><a name="l01201"></a><span class="lineno"> 1201</span>&#160;    view.size(),</div><div class="line"><a name="l01202"></a><span class="lineno"> 1202</span>&#160;    <a class="code" href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a18c7d6191e9334ecc64abeccc418fa42">Params</a>(view, ptr)</div><div class="line"><a name="l01203"></a><span class="lineno"> 1203</span>&#160;  );</div><div class="line"><a name="l01204"></a><span class="lineno"> 1204</span>&#160;}</div><div class="line"><a name="l01205"></a><span class="lineno"> 1205</span>&#160;</div><div class="line"><a name="l01208"></a><span class="lineno"> 1208</span>&#160;</div><div class="line"><a name="l01209"></a><span class="lineno"> 1209</span>&#160;} <span class="comment">// namespace device</span></div><div class="line"><a name="l01210"></a><span class="lineno"> 1210</span>&#160;} <span class="comment">// namespace reference</span></div><div class="line"><a name="l01211"></a><span class="lineno"> 1211</span>&#160;} <span class="comment">// namespace cutlass</span></div><div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_html_a6102c98fc8477590ce5e2f7bdae39030"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc.html#a6102c98fc8477590ce5e2f7bdae39030">cutlass::reference::device::detail::TensorFillLinearFunc::TensorCoord</a></div><div class="ttdeci">TensorView::TensorCoord TensorCoord</div><div class="ttdoc">Coordinate in tensor&amp;#39;s index space. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:866</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_html"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc.html">cutlass::reference::device::detail::TensorUpdateOffDiagonalFunc</a></div><div class="ttdoc">Computes a random Gaussian distribution. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:751</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params_html_a2c6db4c2b5fc5d61b1568a4a1ea60915"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params.html#a2c6db4c2b5fc5d61b1568a4a1ea60915">cutlass::reference::device::detail::TensorFillLinearFunc::Params::Params</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Params()</div><div class="ttdoc">Default ctor. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:881</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_1_1Params_html_a4d75430b1566fd3daef5e653e7666a90"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_1_1Params.html#a4d75430b1566fd3daef5e653e7666a90">cutlass::reference::device::detail::TensorUpdateDiagonalFunc::Params::Params</a></div><div class="ttdeci">Params(TensorView view_=TensorView(), Element diag_=Element(1))</div><div class="ttdoc">Construction of Gaussian RNG functor. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:675</div></div>
<div class="ttc" id="namespacecutlass_1_1platform_html_af6a9a165e53d7e85ae121d5789aa03e0"><div class="ttname"><a href="namespacecutlass_1_1platform.html#af6a9a165e53d7e85ae121d5789aa03e0">cutlass::platform::max</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE constexpr const T &amp; max(const T &amp;a, const T &amp;b)</div><div class="ttdoc">std::max </div><div class="ttdef"><b>Definition:</b> platform.h:189</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_html_a38bf4f3bfe2df73c264a23f3956a65fd"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#a38bf4f3bfe2df73c264a23f3956a65fd">cutlass::reference::device::detail::RandomGaussianFunc::RandomGaussianFunc</a></div><div class="ttdeci">CUTLASS_DEVICE RandomGaussianFunc(Params const &amp;params)</div><div class="ttdoc">Device-side initialization of RNG. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:145</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_html_a90aca8bd2ecdc35902b372e9840be3b2"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc.html#a90aca8bd2ecdc35902b372e9840be3b2">cutlass::reference::device::detail::TensorFillRandomUniformFunc::TensorFillRandomUniformFunc</a></div><div class="ttdeci">CUTLASS_DEVICE TensorFillRandomUniformFunc(Params const &amp;params)</div><div class="ttdoc">Device-side initialization of RNG. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:444</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_1_1Params_html_a24b17f2db455bfb0d86f6534c6850766"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_1_1Params.html#a24b17f2db455bfb0d86f6534c6850766">cutlass::reference::device::detail::TensorCopyDiagonalInFunc::Params::Params</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Params()</div><div class="ttdoc">Default ctor. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:1031</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_html_a033d7324eaa485566c9ebc477d4b7119"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc.html#a033d7324eaa485566c9ebc477d4b7119">cutlass::reference::device::detail::TensorUpdateOffDiagonalFunc::TensorCoord</a></div><div class="ttdeci">TensorView::TensorCoord TensorCoord</div><div class="ttdoc">Coordinate in tensor&amp;#39;s index space. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:760</div></div>
<div class="ttc" id="namespacecutlass_html"><div class="ttname"><a href="namespacecutlass.html">cutlass</a></div><div class="ttdef"><b>Definition:</b> aligned_buffer.h:35</div></div>
<div class="ttc" id="structcutlass_1_1Distribution_html_a499f4023e0d42356ce71d38cc32bf92aa0fad91cf4fcbc8ab015053bea77090a6"><div class="ttname"><a href="structcutlass_1_1Distribution.html#a499f4023e0d42356ce71d38cc32bf92aa0fad91cf4fcbc8ab015053bea77090a6">cutlass::Distribution::Uniform</a></div><div class="ttdef"><b>Definition:</b> distribution.h:40</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_html_a134e1c6b57395a313718e8ad5590feab"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc.html#a134e1c6b57395a313718e8ad5590feab">cutlass::reference::device::detail::TensorFillRandomUniformFunc::random</a></div><div class="ttdeci">RandomFunc random</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:436</div></div>
<div class="ttc" id="namespacecutlass_1_1reference_1_1device_html_a299cab22dca6be5ddf6ff62e23566a24"><div class="ttname"><a href="namespacecutlass_1_1reference_1_1device.html#a299cab22dca6be5ddf6ff62e23566a24">cutlass::reference::device::TensorCopyDiagonalOut</a></div><div class="ttdeci">void TensorCopyDiagonalOut(Element *ptr, TensorView&lt; Element, Layout &gt; view)</div><div class="ttdoc">Copies the diagonal of a tensor into a dense buffer in host memory. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:1193</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_html_a82cc92fab4650a7a17916b92a940b55c"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html#a82cc92fab4650a7a17916b92a940b55c">cutlass::reference::device::detail::RandomUniformFunc::IntType</a></div><div class="ttdeci">typename std::conditional&lt; (sizeof(Element) &gt; 4), int64_t, int &gt;::type IntType</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:303</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_html_a4f38cd67a3805c355f6820b0d5d376c6"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html#a4f38cd67a3805c355f6820b0d5d376c6">cutlass::reference::device::detail::RandomUniformFunc::operator()</a></div><div class="ttdeci">CUTLASS_DEVICE Element operator()()</div><div class="ttdoc">Compute random value and update RNG state. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:365</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_1_1Params_html_a57398f088e1f1d96c731d4778497d608"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_1_1Params.html#a57398f088e1f1d96c731d4778497d608">cutlass::reference::device::detail::TensorFillRandomUniformFunc::Params::Params</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Params()</div><div class="ttdoc">Default ctor. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:415</div></div>
<div class="ttc" id="structcutlass_1_1Distribution_html_a499f4023e0d42356ce71d38cc32bf92aa39890d8be86d514207259b1b5dca3ed5"><div class="ttname"><a href="structcutlass_1_1Distribution.html#a499f4023e0d42356ce71d38cc32bf92aa39890d8be86d514207259b1b5dca3ed5">cutlass::Distribution::Gaussian</a></div><div class="ttdef"><b>Definition:</b> distribution.h:40</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_1_1Params_html_ac8cfa4bbb39cee95b0716f3c8780eb19"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_1_1Params.html#ac8cfa4bbb39cee95b0716f3c8780eb19">cutlass::reference::device::detail::TensorUpdateDiagonalFunc::Params::view</a></div><div class="ttdeci">TensorView view</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:663</div></div>
<div class="ttc" id="structcutlass_1_1Distribution_html_afc30b6976acb39e54f061af1bf2870db"><div class="ttname"><a href="structcutlass_1_1Distribution.html#afc30b6976acb39e54f061af1bf2870db">cutlass::Distribution::uniform</a></div><div class="ttdeci">struct cutlass::Distribution::@18::@20 uniform</div><div class="ttdoc">Uniform distribution. </div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_1_1Params_html"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_1_1Params.html">cutlass::reference::device::detail::TensorCopyDiagonalInFunc::Params</a></div><div class="ttdoc">Parameters structure. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:1020</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_html_aecaf8dc5acaa028175a4721aafa6defe"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc.html#aecaf8dc5acaa028175a4721aafa6defe">cutlass::reference::device::detail::TensorFillLinearFunc::T</a></div><div class="ttdeci">TensorView::Element T</div><div class="ttdoc">Scalar type. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:863</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_1_1Params_html_a088d18e084a3bd3c60ef12069b70b03c"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_1_1Params.html#a088d18e084a3bd3c60ef12069b70b03c">cutlass::reference::device::detail::TensorCopyDiagonalInFunc::Params::ptr</a></div><div class="ttdeci">Element const * ptr</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:1027</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc_1_1Params_html_a31b62e533b7f93e634e3b6fd874d33fe"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc_1_1Params.html#a31b62e533b7f93e634e3b6fd874d33fe">cutlass::reference::device::detail::TensorFillRandomGaussianFunc::Params::view</a></div><div class="ttdeci">TensorView view</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:196</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_html_a80676e67d778e538981b0dc1fc9bd008"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc.html#a80676e67d778e538981b0dc1fc9bd008">cutlass::reference::device::detail::TensorCopyDiagonalInFunc::TensorCoord</a></div><div class="ttdeci">TensorView::TensorCoord TensorCoord</div><div class="ttdoc">Coordinate in tensor&amp;#39;s index space. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:1017</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params_html"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html">cutlass::reference::device::detail::RandomGaussianFunc::Params</a></div><div class="ttdoc">Parameters structure. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:99</div></div>
<div class="ttc" id="structcutlass_1_1Distribution_html_a07cb089b346ef06e198f6043128264fb"><div class="ttname"><a href="structcutlass_1_1Distribution.html#a07cb089b346ef06e198f6043128264fb">cutlass::Distribution::kind</a></div><div class="ttdeci">Kind kind</div><div class="ttdoc">Active variant kind. </div><div class="ttdef"><b>Definition:</b> distribution.h:64</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_1_1Params_html_a267e7ea4e77076cc9be7d639b3cef64d"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_1_1Params.html#a267e7ea4e77076cc9be7d639b3cef64d">cutlass::reference::device::detail::TensorFillRandomUniformFunc::Params::Params</a></div><div class="ttdeci">Params(TensorView view_=TensorView(), typename RandomFunc::Params random_=RandomFunc::Params())</div><div class="ttdoc">Construction of Gaussian RNG functor. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:422</div></div>
<div class="ttc" id="namespacecutlass_1_1reference_1_1device_html_a6b0f21995c4fd5c33617550e6905c78e"><div class="ttname"><a href="namespacecutlass_1_1reference_1_1device.html#a6b0f21995c4fd5c33617550e6905c78e">cutlass::reference::device::TensorFillIdentity</a></div><div class="ttdeci">void TensorFillIdentity(TensorView&lt; Element, Layout &gt; view)</div><div class="ttdoc">Fills a tensor&amp;#39;s diagonal with 1 and 0 everywhere else. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:630</div></div>
<div class="ttc" id="classcutlass_1_1TensorView_html_a7d3914dd5042c9c40be9e21a7b4e9ece"><div class="ttname"><a href="classcutlass_1_1TensorView.html#a7d3914dd5042c9c40be9e21a7b4e9ece">cutlass::TensorView::extent</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE TensorCoord const &amp; extent() const </div><div class="ttdoc">Returns the extent of the view (the size along each logical dimension). </div><div class="ttdef"><b>Definition:</b> tensor_view.h:167</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_html"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc.html">cutlass::reference::device::detail::TensorUpdateDiagonalFunc</a></div><div class="ttdoc">Computes a random Gaussian distribution. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:645</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params_html_afe8637b103e25ec2e9b731389fa049be"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html#afe8637b103e25ec2e9b731389fa049be">cutlass::reference::device::detail::RandomUniformFunc::Params::int_scale</a></div><div class="ttdeci">int int_scale</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:315</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_html_ac9ff6d91470bcba6170a54c9f1651aa9"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc.html#ac9ff6d91470bcba6170a54c9f1651aa9">cutlass::reference::device::detail::TensorFillRandomUniformFunc::T</a></div><div class="ttdeci">TensorView::Element T</div><div class="ttdoc">Scalar type. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:396</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_1_1Params_html_a0e2ce02d7913b84c297e586b5334366d"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_1_1Params.html#a0e2ce02d7913b84c297e586b5334366d">cutlass::reference::device::detail::TensorCopyDiagonalOutFunc::Params::Params</a></div><div class="ttdeci">Params(TensorView view_, Element *ptr_)</div><div class="ttdoc">Construction of Gaussian RNG functor. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:1142</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_html_a74b866ebefe84dd33f31977f189adebe"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc.html#a74b866ebefe84dd33f31977f189adebe">cutlass::reference::device::detail::TensorCopyDiagonalInFunc::params</a></div><div class="ttdeci">Params params</div><div class="ttdoc">Parameters object. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:1052</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_1_1Params_html_aff721d5c0b74fd3a6edefeecca97debe"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_1_1Params.html#aff721d5c0b74fd3a6edefeecca97debe">cutlass::reference::device::detail::TensorFillRandomUniformFunc::Params::random</a></div><div class="ttdeci">RandomFunc::Params random</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:411</div></div>
<div class="ttc" id="structcutlass_1_1Distribution_html_ada9c50671b405fabbb0841a093f809de"><div class="ttname"><a href="structcutlass_1_1Distribution.html#ada9c50671b405fabbb0841a093f809de">cutlass::Distribution::gaussian</a></div><div class="ttdeci">struct cutlass::Distribution::@18::@21 gaussian</div><div class="ttdoc">Gaussian distribution. </div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params_html_a5f49e5175fa2fc3c3c7fb495fe6958db"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html#a5f49e5175fa2fc3c3c7fb495fe6958db">cutlass::reference::device::detail::RandomUniformFunc::Params::min</a></div><div class="ttdeci">FloatType min</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:314</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_html"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html">cutlass::reference::device::detail::RandomGaussianFunc</a></div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:93</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_html_a1eff3047aa27b59241457a00421127f4"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc.html#a1eff3047aa27b59241457a00421127f4">cutlass::reference::device::detail::TensorUpdateDiagonalFunc::T</a></div><div class="ttdeci">TensorView::Element T</div><div class="ttdoc">Scalar type. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:651</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_html_a955462a34b56ff2ff8f84de22fa4ad45"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc.html#a955462a34b56ff2ff8f84de22fa4ad45">cutlass::reference::device::detail::TensorUpdateDiagonalFunc::TensorUpdateDiagonalFunc</a></div><div class="ttdeci">CUTLASS_DEVICE TensorUpdateDiagonalFunc(Params const &amp;params)</div><div class="ttdoc">Device-side initialization of RNG. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:697</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_html_a49592cca17ef03a330f698c729efb6e5"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc.html#a49592cca17ef03a330f698c729efb6e5">cutlass::reference::device::detail::TensorFillLinearFunc::TensorFillLinearFunc</a></div><div class="ttdeci">CUTLASS_DEVICE TensorFillLinearFunc(Params const &amp;params)</div><div class="ttdoc">Device-side initialization of RNG. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:911</div></div>
<div class="ttc" id="namespacecutlass_1_1reference_1_1device_html_a3d11dd00b1bdaa15fdb96345c5ac613a"><div class="ttname"><a href="namespacecutlass_1_1reference_1_1device.html#a3d11dd00b1bdaa15fdb96345c5ac613a">cutlass::reference::device::TensorCopyDiagonalIn</a></div><div class="ttdeci">void TensorCopyDiagonalIn(TensorView&lt; Element, Layout &gt; view, Element const *ptr)</div><div class="ttdoc">Copies a diagonal in from host memory without modifying off-diagonal elements. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:1089</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_html_a52dd271db62c366ac41e84407b9176c3"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#a52dd271db62c366ac41e84407b9176c3">cutlass::reference::device::detail::RandomGaussianFunc::rng_state</a></div><div class="ttdeci">curandState_t rng_state</div><div class="ttdoc">RNG state object. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:137</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_html_a0a70ddd37f599b4158f249d0f6cd896f"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc.html#a0a70ddd37f599b4158f249d0f6cd896f">cutlass::reference::device::detail::TensorFillLinearFunc::operator()</a></div><div class="ttdeci">CUTLASS_DEVICE void operator()(TensorCoord const &amp;coord)</div><div class="ttdoc">Compute random value and update RNG state. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:917</div></div>
<div class="ttc" id="device_2tensor__foreach_8h_html"><div class="ttname"><a href="device_2tensor__foreach_8h.html">tensor_foreach.h</a></div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params_html_abb650c476e9fd663a5bf35e64307ac18"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html#abb650c476e9fd663a5bf35e64307ac18">cutlass::reference::device::detail::RandomUniformFunc::Params::Params</a></div><div class="ttdeci">Params(uint64_t seed_=0, Element max=1, Element min_=0, int int_scale_=-1)</div><div class="ttdoc">Construction of Gaussian RNG functor. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:326</div></div>
<div class="ttc" id="tensor__view_8h_html"><div class="ttname"><a href="tensor__view_8h.html">tensor_view.h</a></div><div class="ttdoc">Defines a structure containing strides and a pointer to tensor data. </div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc_html_ab7a72f16421d8bc596af374af0fae1d1"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc.html#ab7a72f16421d8bc596af374af0fae1d1">cutlass::reference::device::detail::TensorFillRandomGaussianFunc::random</a></div><div class="ttdeci">RandomFunc random</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:218</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params_html_abef0c9ca39d558549ab6ac3c5782b1a1"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#abef0c9ca39d558549ab6ac3c5782b1a1">cutlass::reference::device::detail::RandomGaussianFunc::Params::seed</a></div><div class="ttdeci">uint64_t seed</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:105</div></div>
<div class="ttc" id="namespacecutlass_1_1reference_1_1device_1_1detail_html_a01407aef17bb71937749d54212a4e1dc"><div class="ttname"><a href="namespacecutlass_1_1reference_1_1device_1_1detail.html#a01407aef17bb71937749d54212a4e1dc">cutlass::reference::device::detail::random_normal_float&lt; double &gt;</a></div><div class="ttdeci">CUTLASS_DEVICE double random_normal_float&lt; double &gt;(curandState_t *state)</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:76</div></div>
<div class="ttc" id="structcutlass_1_1FloatType_html"><div class="ttname"><a href="structcutlass_1_1FloatType.html">cutlass::FloatType</a></div><div class="ttdoc">Defines a floating-point type based on the number of exponent and mantissa bits. </div><div class="ttdef"><b>Definition:</b> numeric_types.h:144</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_html_ac7cf68adaae0b16b1633a4e3f5d79aa5"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#ac7cf68adaae0b16b1633a4e3f5d79aa5">cutlass::reference::device::detail::RandomGaussianFunc::FloatType</a></div><div class="ttdeci">typename std::conditional&lt;(sizeof(Element) &gt; 4), double, float &gt;::type FloatType</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:95</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params_html_ae0ddbd69652832bfa3bb6365c29391f9"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params.html#ae0ddbd69652832bfa3bb6365c29391f9">cutlass::reference::device::detail::TensorFillLinearFunc::Params::view</a></div><div class="ttdeci">TensorView view</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:875</div></div>
<div class="ttc" id="classcutlass_1_1TensorView_html_afe228764eb67b664fb5ca320c092903b"><div class="ttname"><a href="classcutlass_1_1TensorView.html#afe228764eb67b664fb5ca320c092903b">cutlass::TensorView&lt; Element, Layout &gt;::Element</a></div><div class="ttdeci">Element Element</div><div class="ttdoc">Data type of individual access. </div><div class="ttdef"><b>Definition:</b> tensor_view.h:72</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_1_1Params_html_a34d3d2fa3894cc57964ac1af16a8612a"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_1_1Params.html#a34d3d2fa3894cc57964ac1af16a8612a">cutlass::reference::device::detail::TensorCopyDiagonalInFunc::Params::Params</a></div><div class="ttdeci">Params(TensorView view_, Element const *ptr_)</div><div class="ttdoc">Construction of Gaussian RNG functor. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:1038</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params_html_a84d5f8e16088096ed658b4226ba36b8c"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params.html#a84d5f8e16088096ed658b4226ba36b8c">cutlass::reference::device::detail::TensorFillDiagonalFunc::Params::Params</a></div><div class="ttdeci">Params(TensorView view_=TensorView(), Element diag_=Element(1), Element other_=Element(0))</div><div class="ttdoc">Construction of Gaussian RNG functor. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:544</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params_html_ac11ae7607bc6e5cd782c73c223a55b6b"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html#ac11ae7607bc6e5cd782c73c223a55b6b">cutlass::reference::device::detail::RandomUniformFunc::Params::seed</a></div><div class="ttdeci">uint64_t seed</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:312</div></div>
<div class="ttc" id="namespacecutlass_1_1reference_1_1device_html_a2cf3ac0ae77e672e2af80f4820434cbe"><div class="ttname"><a href="namespacecutlass_1_1reference_1_1device.html#a2cf3ac0ae77e672e2af80f4820434cbe">cutlass::reference::device::BlockFillSequential</a></div><div class="ttdeci">void BlockFillSequential(Element *ptr, int64_t capacity, Element v=Element(1), Element s=Element(0))</div><div class="ttdoc">Fills a block of data with sequential elements. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:958</div></div>
<div class="ttc" id="array_8h_html"><div class="ttname"><a href="array_8h.html">array.h</a></div><div class="ttdoc">Statically sized array of elements that accommodates all CUTLASS-supported numeric types and is safe ...</div></div>
<div class="ttc" id="cutlass_8h_html_a4b1c9f25ab6eaa25e1f2258dd63e6ce4"><div class="ttname"><a href="cutlass_8h.html#a4b1c9f25ab6eaa25e1f2258dd63e6ce4">CUTLASS_PRAGMA_UNROLL</a></div><div class="ttdeci">#define CUTLASS_PRAGMA_UNROLL</div><div class="ttdef"><b>Definition:</b> cutlass.h:110</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params_html"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html">cutlass::reference::device::detail::RandomUniformFunc::Params</a></div><div class="ttdoc">Parameters structure. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:306</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_html"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc.html">cutlass::reference::device::detail::TensorFillLinearFunc</a></div><div class="ttdoc">Computes a random Gaussian distribution. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:857</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params_html_a0f5b0c8508cd6d143da7bbe20b68a60c"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a0f5b0c8508cd6d143da7bbe20b68a60c">cutlass::reference::device::detail::RandomGaussianFunc::Params::int_scale</a></div><div class="ttdeci">int int_scale</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:108</div></div>
<div class="ttc" id="namespacecutlass_1_1reference_1_1device_html_ad71c8103c1f6a2d46a9ba6877844a69a"><div class="ttname"><a href="namespacecutlass_1_1reference_1_1device.html#ad71c8103c1f6a2d46a9ba6877844a69a">cutlass::reference::device::TensorFillRandomGaussian</a></div><div class="ttdeci">void TensorFillRandomGaussian(TensorView&lt; Element, Layout &gt; view, uint64_t seed, Element mean=Element(0), Element stddev=Element(1), int bits=-1)</div><div class="ttdoc">Fills a tensor with random values with a Gaussian distribution. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:246</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_html_ac961625ad352e5efc442daf73102c455"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc.html#ac961625ad352e5efc442daf73102c455">cutlass::reference::device::detail::TensorFillDiagonalFunc::TensorFillDiagonalFunc</a></div><div class="ttdeci">CUTLASS_DEVICE TensorFillDiagonalFunc(Params const &amp;params)</div><div class="ttdoc">Device-side initialization of RNG. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:567</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc_html_a7310921bd7e3f168f2d89ad5a459a95a"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc.html#a7310921bd7e3f168f2d89ad5a459a95a">cutlass::reference::device::detail::TensorFillRandomGaussianFunc::params</a></div><div class="ttdeci">Params params</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:217</div></div>
<div class="ttc" id="namespacecutlass_1_1reference_1_1device_html_a6f7f618350cf975e261a4ee758650c66"><div class="ttname"><a href="namespacecutlass_1_1reference_1_1device.html#a6f7f618350cf975e261a4ee758650c66">cutlass::reference::device::BlockFillRandomUniform</a></div><div class="ttdeci">void BlockFillRandomUniform(Element *ptr, size_t capacity, uint64_t seed, Element max=Element(1), Element min=Element(0), int bits=-1)</div><div class="ttdoc">Fills a tensor with random values with a uniform random distribution. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:488</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc_1_1Params_html"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc_1_1Params.html">cutlass::reference::device::detail::TensorFillRandomGaussianFunc::Params</a></div><div class="ttdoc">Parameters structure. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:190</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_1_1Params_html_aaaeac91c7344b4b29b290ffd095ef57f"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_1_1Params.html#aaaeac91c7344b4b29b290ffd095ef57f">cutlass::reference::device::detail::TensorCopyDiagonalInFunc::Params::view</a></div><div class="ttdeci">TensorView view</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:1026</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params_html"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params.html">cutlass::reference::device::detail::TensorFillLinearFunc::Params</a></div><div class="ttdoc">Parameters structure. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:869</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params_html_a957e40835792c12cd667d41cb35ebdc9"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params.html#a957e40835792c12cd667d41cb35ebdc9">cutlass::reference::device::detail::TensorFillLinearFunc::Params::Params</a></div><div class="ttdeci">Params(TensorView view_, Array&lt; Element, Layout::kRank &gt; const &amp;v_, Element s_=Element(0))</div><div class="ttdoc">Construction of Gaussian RNG functor. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:888</div></div>
<div class="ttc" id="classcutlass_1_1TensorView_html"><div class="ttname"><a href="classcutlass_1_1TensorView.html">cutlass::TensorView&lt; Element, Layout &gt;</a></div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_html_a54451c0609b552e9775c5ad2680d89c3"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc.html#a54451c0609b552e9775c5ad2680d89c3">cutlass::reference::device::detail::TensorFillRandomUniformFunc::params</a></div><div class="ttdeci">Params params</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:435</div></div>
<div class="ttc" id="namespacecutlass_1_1reference_1_1device_html_aee20536c8ac0a5adcbb162c76eb89c00"><div class="ttname"><a href="namespacecutlass_1_1reference_1_1device.html#aee20536c8ac0a5adcbb162c76eb89c00">cutlass::reference::device::TensorFillDiagonal</a></div><div class="ttdeci">void TensorFillDiagonal(TensorView&lt; Element, Layout &gt; view, Element diag=Element(1), Element other=Element(0))</div><div class="ttdoc">Fills a tensor everywhere with a unique value for its diagonal. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:597</div></div>
<div class="ttc" id="classcutlass_1_1TensorView_html_a893017197cb29d46773feea6cdbb25db"><div class="ttname"><a href="classcutlass_1_1TensorView.html#a893017197cb29d46773feea6cdbb25db">cutlass::TensorView&lt; Element, Layout &gt;::TensorCoord</a></div><div class="ttdeci">typename Layout::TensorCoord TensorCoord</div><div class="ttdoc">Coordinate in logical tensor space. </div><div class="ttdef"><b>Definition:</b> tensor_view.h:87</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params_html_af949a3520e7458678e3dd59113573ffe"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params.html#af949a3520e7458678e3dd59113573ffe">cutlass::reference::device::detail::TensorFillLinearFunc::Params::s</a></div><div class="ttdeci">Element s</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:877</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_html_a1a11ba096a900e80fbbacf618e2364e2"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc.html#a1a11ba096a900e80fbbacf618e2364e2">cutlass::reference::device::detail::TensorCopyDiagonalOutFunc::T</a></div><div class="ttdeci">TensorView::Element T</div><div class="ttdoc">Scalar type. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:1118</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_html_a0ad8679159037d6cd2f665af29e33d37"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc.html#a0ad8679159037d6cd2f665af29e33d37">cutlass::reference::device::detail::TensorUpdateOffDiagonalFunc::params</a></div><div class="ttdeci">Params params</div><div class="ttdoc">Parameters object. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:795</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_html"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc.html">cutlass::reference::device::detail::TensorFillDiagonalFunc</a></div><div class="ttdoc">Computes a random Gaussian distribution. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:513</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params_html"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params.html">cutlass::reference::device::detail::TensorFillDiagonalFunc::Params</a></div><div class="ttdoc">Parameters structure. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:525</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_html"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc.html">cutlass::reference::device::detail::TensorCopyDiagonalInFunc</a></div><div class="ttdoc">Computes a random Gaussian distribution. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:1008</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params_html_a07d12eba25e8e2e9da03ce735b1b8113"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a07d12eba25e8e2e9da03ce735b1b8113">cutlass::reference::device::detail::RandomGaussianFunc::Params::mean</a></div><div class="ttdeci">FloatType mean</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:106</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_1_1Params_html_adc562519d503d235a49b11a8f2fc2bf6"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_1_1Params.html#adc562519d503d235a49b11a8f2fc2bf6">cutlass::reference::device::detail::TensorUpdateDiagonalFunc::Params::diag</a></div><div class="ttdeci">Element diag</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:664</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_html_aeb63ecaca6cb9c523460736d187e7817"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc.html#aeb63ecaca6cb9c523460736d187e7817">cutlass::reference::device::detail::TensorCopyDiagonalInFunc::TensorCopyDiagonalInFunc</a></div><div class="ttdeci">CUTLASS_DEVICE TensorCopyDiagonalInFunc(Params const &amp;params)</div><div class="ttdoc">Device-side initialization of RNG. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:1060</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_html_aafb3625780bbcee5020dddd2132da124"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc.html#aafb3625780bbcee5020dddd2132da124">cutlass::reference::device::detail::TensorUpdateDiagonalFunc::TensorCoord</a></div><div class="ttdeci">TensorView::TensorCoord TensorCoord</div><div class="ttdoc">Coordinate in tensor&amp;#39;s index space. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:654</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_html_ae183dc13d4fc39856aa6b4bffe90a86e"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc.html#ae183dc13d4fc39856aa6b4bffe90a86e">cutlass::reference::device::detail::TensorFillDiagonalFunc::operator()</a></div><div class="ttdeci">CUTLASS_DEVICE void operator()(TensorCoord const &amp;coord)</div><div class="ttdoc">Compute random value and update RNG state. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:573</div></div>
<div class="ttc" id="namespacecutlass_1_1reference_1_1device_html_a6e23d479ebb3760d5846ed1b67e450e4"><div class="ttname"><a href="namespacecutlass_1_1reference_1_1device.html#a6e23d479ebb3760d5846ed1b67e450e4">cutlass::reference::device::TensorFill</a></div><div class="ttdeci">void TensorFill(TensorView&lt; Element, Layout &gt; view, Element val=Element(0))</div><div class="ttdoc">Fills a tensor with a uniform value. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:617</div></div>
<div class="ttc" id="distribution_8h_html"><div class="ttname"><a href="distribution_8h.html">distribution.h</a></div><div class="ttdoc">This header contains a class to parametrize a statistical distribution function. </div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_html"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html">cutlass::reference::device::detail::RandomUniformFunc</a></div><div class="ttdoc">Computes a random Gaussian distribution. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:293</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_html_acd40b7369356ac0ad4e83db8742677a5"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#acd40b7369356ac0ad4e83db8742677a5">cutlass::reference::device::detail::RandomGaussianFunc::params</a></div><div class="ttdeci">Params params</div><div class="ttdoc">Parameters object. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:134</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_html_ac164c91a3b6236098c3ec87e70a8d66e"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc.html#ac164c91a3b6236098c3ec87e70a8d66e">cutlass::reference::device::detail::TensorUpdateDiagonalFunc::operator()</a></div><div class="ttdeci">CUTLASS_DEVICE void operator()(TensorCoord const &amp;coord)</div><div class="ttdoc">Compute random value and update RNG state. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:703</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_html_a9d81b32b6e16509537540d7fb5085e9d"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc.html#a9d81b32b6e16509537540d7fb5085e9d">cutlass::reference::device::detail::TensorFillRandomUniformFunc::operator()</a></div><div class="ttdeci">CUTLASS_DEVICE void operator()(TensorCoord const &amp;coord)</div><div class="ttdoc">Compute random value and update RNG state. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:449</div></div>
<div class="ttc" id="namespacecutlass_1_1reference_1_1device_html_a478e311bfbe901d167090032b6c28732"><div class="ttname"><a href="namespacecutlass_1_1reference_1_1device.html#a478e311bfbe901d167090032b6c28732">cutlass::reference::device::BlockFillRandomGaussian</a></div><div class="ttdeci">void BlockFillRandomGaussian(Element *ptr, size_t capacity, uint64_t seed, Element mean=Element(0), Element stddev=Element(1), int bits=-1)</div><div class="ttdoc">Fills a tensor with random values with a Gaussian distribution. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:269</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_html_aade5eb222c1dd0a2445e09b7085cb34d"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc.html#aade5eb222c1dd0a2445e09b7085cb34d">cutlass::reference::device::detail::TensorCopyDiagonalOutFunc::TensorCoord</a></div><div class="ttdeci">TensorView::TensorCoord TensorCoord</div><div class="ttdoc">Coordinate in tensor&amp;#39;s index space. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:1121</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_html_ae7ff417d1b9a9fa9824b57bbc9716223"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc.html#ae7ff417d1b9a9fa9824b57bbc9716223">cutlass::reference::device::detail::TensorCopyDiagonalInFunc::T</a></div><div class="ttdeci">TensorView::Element T</div><div class="ttdoc">Scalar type. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:1014</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc_html_ad7feddc234aedf54b438e88b110201d5"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc.html#ad7feddc234aedf54b438e88b110201d5">cutlass::reference::device::detail::TensorFillRandomGaussianFunc::TensorCoord</a></div><div class="ttdeci">TensorView::TensorCoord TensorCoord</div><div class="ttdoc">Coordinate in tensor&amp;#39;s index space. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:185</div></div>
<div class="ttc" id="cutlass_8h_html_a28c2443a142676d3d71effdae1a986b1"><div class="ttname"><a href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="ttdeci">#define CUTLASS_HOST_DEVICE</div><div class="ttdef"><b>Definition:</b> cutlass.h:89</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_1_1Params_html_a38c69fb4480004c98d1df6386b2200ce"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_1_1Params.html#a38c69fb4480004c98d1df6386b2200ce">cutlass::reference::device::detail::TensorUpdateOffDiagonalFunc::Params::other</a></div><div class="ttdeci">Element other</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:770</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc_html_aa9e6a27d0a27d7769519181471ea7227"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc.html#aa9e6a27d0a27d7769519181471ea7227">cutlass::reference::device::detail::TensorFillRandomGaussianFunc::operator()</a></div><div class="ttdeci">CUTLASS_DEVICE void operator()(TensorCoord const &amp;coord)</div><div class="ttdoc">Compute random value and update RNG state. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:232</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc_html_af700e9ac6ece02af0ce80fb8ef792084"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalInFunc.html#af700e9ac6ece02af0ce80fb8ef792084">cutlass::reference::device::detail::TensorCopyDiagonalInFunc::operator()</a></div><div class="ttdeci">CUTLASS_DEVICE void operator()(TensorCoord const &amp;coord)</div><div class="ttdoc">Only update the diagonal element. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:1066</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_html"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc.html">cutlass::reference::device::detail::TensorCopyDiagonalOutFunc</a></div><div class="ttdoc">Computes a random Gaussian distribution. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:1112</div></div>
<div class="ttc" id="namespacecutlass_1_1platform_html_a57c071d2a7305dd4ec60542e66b0c81c"><div class="ttname"><a href="namespacecutlass_1_1platform.html#a57c071d2a7305dd4ec60542e66b0c81c">cutlass::platform::min</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE constexpr const T &amp; min(const T &amp;a, const T &amp;b)</div><div class="ttdoc">std::min </div><div class="ttdef"><b>Definition:</b> platform.h:183</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_1_1Params_html_a9400d4fbf707fbf210f35b7fdbd86816"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_1_1Params.html#a9400d4fbf707fbf210f35b7fdbd86816">cutlass::reference::device::detail::TensorCopyDiagonalOutFunc::Params::view</a></div><div class="ttdeci">TensorView view</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:1130</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params_html_a4b44e8cc5d91ef6e388a17a741ca130a"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params.html#a4b44e8cc5d91ef6e388a17a741ca130a">cutlass::reference::device::detail::TensorFillDiagonalFunc::Params::other</a></div><div class="ttdeci">Element other</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:533</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_1_1Params_html"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_1_1Params.html">cutlass::reference::device::detail::TensorUpdateOffDiagonalFunc::Params</a></div><div class="ttdoc">Parameters structure. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:763</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_html_a7654e2230e68c04b081060496cc188fc"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html#a7654e2230e68c04b081060496cc188fc">cutlass::reference::device::detail::RandomUniformFunc::FloatType</a></div><div class="ttdeci">typename std::conditional&lt; (sizeof(Element) &gt; 4), double, float &gt;::type FloatType</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:298</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1TensorForEach_html"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1TensorForEach.html">cutlass::reference::device::TensorForEach</a></div><div class="ttdoc">Launches a kernel calling a functor for each element in a tensor&amp;#39;s index space. </div><div class="ttdef"><b>Definition:</b> device/tensor_foreach.h:39</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_1_1Params_html"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_1_1Params.html">cutlass::reference::device::detail::TensorUpdateDiagonalFunc::Params</a></div><div class="ttdoc">Parameters structure. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:657</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params_html_a37acaffa4b543356b0853056134f2d3a"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_1_1Params.html#a37acaffa4b543356b0853056134f2d3a">cutlass::reference::device::detail::TensorFillLinearFunc::Params::v</a></div><div class="ttdeci">Array&lt; Element, Layout::kRank &gt; v</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:876</div></div>
<div class="ttc" id="namespacecutlass_1_1reference_1_1device_html_aaff3d7919a2f2dce14eb254c17eead9a"><div class="ttname"><a href="namespacecutlass_1_1reference_1_1device.html#aaff3d7919a2f2dce14eb254c17eead9a">cutlass::reference::device::TensorUpdateDiagonal</a></div><div class="ttdeci">void TensorUpdateDiagonal(TensorView&lt; Element, Layout &gt; view, Element diag=Element(1))</div><div class="ttdoc">Writes a uniform value to the diagonal of a tensor without modifying off-diagonal elements...</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:729</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_html"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc.html">cutlass::reference::device::detail::TensorFillRandomUniformFunc</a></div><div class="ttdoc">Computes a random Gaussian distribution. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:390</div></div>
<div class="ttc" id="namespacecutlass_1_1reference_1_1device_1_1detail_html_a205da4816550538f0589fde5a43d34e8"><div class="ttname"><a href="namespacecutlass_1_1reference_1_1device_1_1detail.html#a205da4816550538f0589fde5a43d34e8">cutlass::reference::device::detail::random_uniform_float&lt; double &gt;</a></div><div class="ttdeci">CUTLASS_DEVICE double random_uniform_float&lt; double &gt;(curandState_t *state)</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:88</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_1_1Params_html_a71ca670c06e32d1626376a55efcb01e2"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_1_1Params.html#a71ca670c06e32d1626376a55efcb01e2">cutlass::reference::device::detail::TensorUpdateOffDiagonalFunc::Params::view</a></div><div class="ttdeci">TensorView view</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:769</div></div>
<div class="ttc" id="namespacecutlass_1_1reference_1_1device_1_1detail_html_aad6bb03250c194b0492e95836ff0670f"><div class="ttname"><a href="namespacecutlass_1_1reference_1_1device_1_1detail.html#aad6bb03250c194b0492e95836ff0670f">cutlass::reference::device::detail::random_normal_float</a></div><div class="ttdeci">CUTLASS_DEVICE FloatType random_normal_float(curandState_t *state)</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:70</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_html_a39a7934332c29cebfc68947d56834188"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc.html#a39a7934332c29cebfc68947d56834188">cutlass::reference::device::detail::TensorUpdateOffDiagonalFunc::TensorUpdateOffDiagonalFunc</a></div><div class="ttdeci">CUTLASS_DEVICE TensorUpdateOffDiagonalFunc(Params const &amp;params)</div><div class="ttdoc">Device-side initialization of RNG. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:803</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params_html_ace319d38113a83e3cccc7860897154c3"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html#ace319d38113a83e3cccc7860897154c3">cutlass::reference::device::detail::RandomUniformFunc::Params::range</a></div><div class="ttdeci">FloatType range</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:313</div></div>
<div class="ttc" id="namespacecutlass_1_1reference_1_1device_html_af6b21c6d90a1bb3f10dffd0a4adb644a"><div class="ttname"><a href="namespacecutlass_1_1reference_1_1device.html#af6b21c6d90a1bb3f10dffd0a4adb644a">cutlass::reference::device::BlockFillRandom</a></div><div class="ttdeci">void BlockFillRandom(Element *ptr, size_t capacity, uint64_t seed, Distribution dist)</div><div class="ttdoc">Fills a block of data with sequential elements. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:973</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params_html_a18c7d6191e9334ecc64abeccc418fa42"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a18c7d6191e9334ecc64abeccc418fa42">cutlass::reference::device::detail::RandomGaussianFunc::Params::Params</a></div><div class="ttdeci">Params(uint64_t seed_=0, Element mean_=0, Element stddev_=1, int int_scale_=-1)</div><div class="ttdoc">Construction of Gaussian RNG functor. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:115</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_html_a0bbf4fa6f52b7f3569eb855c05d889cc"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc.html#a0bbf4fa6f52b7f3569eb855c05d889cc">cutlass::reference::device::detail::TensorCopyDiagonalOutFunc::TensorCopyDiagonalOutFunc</a></div><div class="ttdeci">CUTLASS_DEVICE TensorCopyDiagonalOutFunc(Params const &amp;params)</div><div class="ttdoc">Device-side initialization of RNG. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:1164</div></div>
<div class="ttc" id="namespacecutlass_1_1reference_1_1device_html_a37816633b87bce34515e31fa5c2709fa"><div class="ttname"><a href="namespacecutlass_1_1reference_1_1device.html#a37816633b87bce34515e31fa5c2709fa">cutlass::reference::device::TensorFillLinear</a></div><div class="ttdeci">void TensorFillLinear(TensorView&lt; Element, Layout &gt; view, Array&lt; Element, Layout::kRank &gt; const &amp;v, Element s=Element(0))</div><div class="ttdoc">Fills tensor with a linear combination of its coordinate and another vector. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:937</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_html_a50179367fdbaf59e6fb585b9e871730e"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html#a50179367fdbaf59e6fb585b9e871730e">cutlass::reference::device::detail::RandomUniformFunc::RandomUniformFunc</a></div><div class="ttdeci">CUTLASS_DEVICE RandomUniformFunc(Params const &amp;params)</div><div class="ttdoc">Device-side initialization of RNG. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:356</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_1_1Params_html_aec7f77c57f4eaa7afc539b92f1016646"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_1_1Params.html#aec7f77c57f4eaa7afc539b92f1016646">cutlass::reference::device::detail::TensorCopyDiagonalOutFunc::Params::ptr</a></div><div class="ttdeci">Element * ptr</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:1131</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_html_a8e9cb15084811d890b00124378ee2660"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc.html#a8e9cb15084811d890b00124378ee2660">cutlass::reference::device::detail::TensorFillDiagonalFunc::params</a></div><div class="ttdeci">Params params</div><div class="ttdoc">Parameters object. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:559</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_html_a529415be152f110de60f66ce52c2709d"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc.html#a529415be152f110de60f66ce52c2709d">cutlass::reference::device::detail::TensorUpdateDiagonalFunc::params</a></div><div class="ttdeci">Params params</div><div class="ttdoc">Parameters object. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:689</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_1_1Params_html"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_1_1Params.html">cutlass::reference::device::detail::TensorCopyDiagonalOutFunc::Params</a></div><div class="ttdoc">Parameters structure. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:1124</div></div>
<div class="ttc" id="namespacecutlass_1_1reference_1_1device_html_a8ab743402a5664eb255b08efd0da3481"><div class="ttname"><a href="namespacecutlass_1_1reference_1_1device.html#a8ab743402a5664eb255b08efd0da3481">cutlass::reference::device::TensorUpdateOffDiagonal</a></div><div class="ttdeci">void TensorUpdateOffDiagonal(TensorView&lt; Element, Layout &gt; view, Element other=Element(1))</div><div class="ttdoc">Writes a uniform value to all elements in the tensor without modifying diagonal elements. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:835</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_html_a0306f6102c710d11428e5fdbbc2d3fc6"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html#a0306f6102c710d11428e5fdbbc2d3fc6">cutlass::reference::device::detail::RandomUniformFunc::params</a></div><div class="ttdeci">Params params</div><div class="ttdoc">Parameters object. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:345</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_html_ac5e5823e5201202c9705bd532e98dd1d"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc.html#ac5e5823e5201202c9705bd532e98dd1d">cutlass::reference::device::detail::TensorUpdateOffDiagonalFunc::T</a></div><div class="ttdeci">TensorView::Element T</div><div class="ttdoc">Scalar type. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:757</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_html_acd5d6d567c01da819e775a034fad48e4"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc.html#acd5d6d567c01da819e775a034fad48e4">cutlass::reference::device::detail::TensorFillRandomUniformFunc::TensorCoord</a></div><div class="ttdeci">TensorView::TensorCoord TensorCoord</div><div class="ttdoc">Coordinate in tensor&amp;#39;s index space. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:399</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params_html_abcbca40684cd478a53c0cc80c8e418e1"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params.html#abcbca40684cd478a53c0cc80c8e418e1">cutlass::reference::device::detail::TensorFillDiagonalFunc::Params::diag</a></div><div class="ttdeci">Element diag</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:532</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_html_ad4d61c5ff2534d18ce26fed88a17c937"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#ad4d61c5ff2534d18ce26fed88a17c937">cutlass::reference::device::detail::RandomGaussianFunc::IntType</a></div><div class="ttdeci">typename std::conditional&lt;(sizeof(Element) &gt; 4), int64_t, int &gt;::type IntType</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:96</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params_html_a903b050c7855e8b1dbd70ab5b201db46"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_1_1Params.html#a903b050c7855e8b1dbd70ab5b201db46">cutlass::reference::device::detail::RandomUniformFunc::Params::Params</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Params()</div><div class="ttdoc">Default ctor. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:319</div></div>
<div class="ttc" id="classcutlass_1_1TensorRef_html_a8758907a1c9b1fcd00e7ece626d03b76"><div class="ttname"><a href="classcutlass_1_1TensorRef.html#a8758907a1c9b1fcd00e7ece626d03b76">cutlass::TensorRef::at</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Reference at(TensorCoord const &amp;coord) const </div><div class="ttdoc">Returns a reference to the element at a given Coord. </div><div class="ttdef"><b>Definition:</b> tensor_ref.h:307</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_1_1Params_html_a32775ff6e9303eac6dd60b3ef8bedcde"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_1_1Params.html#a32775ff6e9303eac6dd60b3ef8bedcde">cutlass::reference::device::detail::TensorCopyDiagonalOutFunc::Params::Params</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Params()</div><div class="ttdoc">Default ctor. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:1135</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params_html_aa75cbbb80fdd96f99fe81cad9427ac2a"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params.html#aa75cbbb80fdd96f99fe81cad9427ac2a">cutlass::reference::device::detail::TensorFillDiagonalFunc::Params::view</a></div><div class="ttdeci">TensorView view</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:531</div></div>
<div class="ttc" id="namespacecutlass_1_1reference_1_1device_1_1detail_html_a51f1d0adae831ce5ec07dfbfb36b6408"><div class="ttname"><a href="namespacecutlass_1_1reference_1_1device_1_1detail.html#a51f1d0adae831ce5ec07dfbfb36b6408">cutlass::reference::device::detail::random_uniform_float</a></div><div class="ttdeci">CUTLASS_DEVICE FloatType random_uniform_float(curandState_t *state)</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:82</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_1_1Params_html_a6edd7198bf1d58e6e34cc40d4c4f184d"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateDiagonalFunc_1_1Params.html#a6edd7198bf1d58e6e34cc40d4c4f184d">cutlass::reference::device::detail::TensorUpdateDiagonalFunc::Params::Params</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Params()</div><div class="ttdoc">Default ctor. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:668</div></div>
<div class="ttc" id="namespacecutlass_1_1reference_1_1device_html_a448cf6f610939c95615ab66d7ca18b4c"><div class="ttname"><a href="namespacecutlass_1_1reference_1_1device.html#a448cf6f610939c95615ab66d7ca18b4c">cutlass::reference::device::TensorFillRandomUniform</a></div><div class="ttdeci">void TensorFillRandomUniform(TensorView&lt; Element, Layout &gt; view, uint64_t seed, Element max=Element(1), Element min=Element(0), int bits=-1)</div><div class="ttdoc">Fills a tensor with random values with a uniform random distribution. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:463</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_html_a68d828562ead4350eed8ad3901ba1237"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc.html#a68d828562ead4350eed8ad3901ba1237">cutlass::reference::device::detail::TensorCopyDiagonalOutFunc::params</a></div><div class="ttdeci">Params params</div><div class="ttdoc">Parameters object. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:1156</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_html_ab9c0d6d0778842a95211b3655c4a0e6c"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc.html#ab9c0d6d0778842a95211b3655c4a0e6c">cutlass::reference::device::detail::TensorFillDiagonalFunc::TensorCoord</a></div><div class="ttdeci">TensorView::TensorCoord TensorCoord</div><div class="ttdoc">Coordinate in tensor&amp;#39;s index space. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:522</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_1_1Params_html_aa16f2fe134b29984a273d2eb4554deea"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_1_1Params.html#aa16f2fe134b29984a273d2eb4554deea">cutlass::reference::device::detail::TensorFillRandomUniformFunc::Params::view</a></div><div class="ttdeci">TensorView view</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:410</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_html_a8926a03c72ad2d9720dd1e4f39e0496e"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc.html#a8926a03c72ad2d9720dd1e4f39e0496e">cutlass::reference::device::detail::RandomGaussianFunc::operator()</a></div><div class="ttdeci">CUTLASS_DEVICE Element operator()()</div><div class="ttdoc">Compute random value and update RNG state. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:154</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1BlockForEach_html"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1BlockForEach.html">cutlass::reference::device::BlockForEach</a></div><div class="ttdef"><b>Definition:</b> device/tensor_foreach.h:92</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc_html_a1f305e80ba94fcb123d4ce12d986322d"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorCopyDiagonalOutFunc.html#a1f305e80ba94fcb123d4ce12d986322d">cutlass::reference::device::detail::TensorCopyDiagonalOutFunc::operator()</a></div><div class="ttdeci">CUTLASS_DEVICE void operator()(TensorCoord const &amp;coord)</div><div class="ttdoc">Compute random value and update RNG state. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:1170</div></div>
<div class="ttc" id="structcutlass_1_1Distribution_html"><div class="ttname"><a href="structcutlass_1_1Distribution.html">cutlass::Distribution</a></div><div class="ttdoc">Distribution type. </div><div class="ttdef"><b>Definition:</b> distribution.h:38</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc_html_aa802faaaf5a6b3f7a5725d26a9d45ef2"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomUniformFunc.html#aa802faaaf5a6b3f7a5725d26a9d45ef2">cutlass::reference::device::detail::RandomUniformFunc::rng_state</a></div><div class="ttdeci">curandState_t rng_state</div><div class="ttdoc">RNG state object. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:348</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc_html"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc.html">cutlass::reference::device::detail::TensorFillRandomGaussianFunc</a></div><div class="ttdoc">Computes a random Gaussian distribution. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:176</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_1_1Params_html_a54230167d62dee10a2fffda235a01fe1"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_1_1Params.html#a54230167d62dee10a2fffda235a01fe1">cutlass::reference::device::detail::TensorUpdateOffDiagonalFunc::Params::Params</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Params()</div><div class="ttdoc">Default ctor. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:774</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params_html_a9e5512d91acbfdcf4bc74d029b7a93e7"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_1_1Params.html#a9e5512d91acbfdcf4bc74d029b7a93e7">cutlass::reference::device::detail::TensorFillDiagonalFunc::Params::Params</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Params()</div><div class="ttdoc">Default ctor. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:537</div></div>
<div class="ttc" id="structcutlass_1_1Distribution_html_a676b1d8b87691b4218f6ed308e6adfc1"><div class="ttname"><a href="structcutlass_1_1Distribution.html#a676b1d8b87691b4218f6ed308e6adfc1">cutlass::Distribution::int_scale</a></div><div class="ttdeci">int int_scale</div><div class="ttdoc">Random values are cast to integer after scaling by this power of two. </div><div class="ttdef"><b>Definition:</b> distribution.h:67</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc_html_a92ff531fb147286f047974162bf661bc"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillDiagonalFunc.html#a92ff531fb147286f047974162bf661bc">cutlass::reference::device::detail::TensorFillDiagonalFunc::T</a></div><div class="ttdeci">TensorView::Element T</div><div class="ttdoc">Scalar type. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:519</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc_html_a1115c17c1bda9905fa94efac275e0e97"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc.html#a1115c17c1bda9905fa94efac275e0e97">cutlass::reference::device::detail::TensorFillRandomGaussianFunc::T</a></div><div class="ttdeci">TensorView::Element T</div><div class="ttdoc">Scalar type. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:182</div></div>
<div class="ttc" id="cutlass_8h_html"><div class="ttname"><a href="cutlass_8h.html">cutlass.h</a></div><div class="ttdoc">Basic include for CUTLASS. </div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc_1_1Params_html_a3021a3a4f0da196005d8f17397c3d7c8"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc_1_1Params.html#a3021a3a4f0da196005d8f17397c3d7c8">cutlass::reference::device::detail::TensorFillRandomGaussianFunc::Params::Params</a></div><div class="ttdeci">Params(TensorView view_=TensorView(), typename RandomFunc::Params random_=typename RandomFunc::Params())</div><div class="ttdoc">Construction of Gaussian RNG functor. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:204</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc_html_a2d599a732c769984919c26578ed00d1c"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc.html#a2d599a732c769984919c26578ed00d1c">cutlass::reference::device::detail::TensorFillRandomGaussianFunc::TensorFillRandomGaussianFunc</a></div><div class="ttdeci">CUTLASS_DEVICE TensorFillRandomGaussianFunc(Params const &amp;params)</div><div class="ttdoc">Device-side initialization of RNG. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:226</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_html_ae1f12f1efd80ced9b4976698515bac41"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc.html#ae1f12f1efd80ced9b4976698515bac41">cutlass::reference::device::detail::TensorUpdateOffDiagonalFunc::operator()</a></div><div class="ttdeci">CUTLASS_DEVICE void operator()(TensorCoord const &amp;coord)</div><div class="ttdoc">Compute random value and update RNG state. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:809</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc_html_a062cc0662f2c4f00715889679141143f"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillLinearFunc.html#a062cc0662f2c4f00715889679141143f">cutlass::reference::device::detail::TensorFillLinearFunc::params</a></div><div class="ttdeci">Params params</div><div class="ttdoc">Parameters object. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:903</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_1_1Params_html_a4c5621722919b3172cd22e2b6a3fd68a"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorUpdateOffDiagonalFunc_1_1Params.html#a4c5621722919b3172cd22e2b6a3fd68a">cutlass::reference::device::detail::TensorUpdateOffDiagonalFunc::Params::Params</a></div><div class="ttdeci">Params(TensorView view_=TensorView(), Element other_=Element(0))</div><div class="ttdoc">Construction of Gaussian RNG functor. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:781</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_1_1Params_html"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomUniformFunc_1_1Params.html">cutlass::reference::device::detail::TensorFillRandomUniformFunc::Params</a></div><div class="ttdoc">Parameters structure. </div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:404</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc_1_1Params_html_aa21637b631a16fc4e2860e27e422765b"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1TensorFillRandomGaussianFunc_1_1Params.html#aa21637b631a16fc4e2860e27e422765b">cutlass::reference::device::detail::TensorFillRandomGaussianFunc::Params::random</a></div><div class="ttdeci">RandomFunc::Params random</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:197</div></div>
<div class="ttc" id="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params_html_a4f65428502d1a20af1da9467705976c4"><div class="ttname"><a href="structcutlass_1_1reference_1_1device_1_1detail_1_1RandomGaussianFunc_1_1Params.html#a4f65428502d1a20af1da9467705976c4">cutlass::reference::device::detail::RandomGaussianFunc::Params::stddev</a></div><div class="ttdeci">FloatType stddev</div><div class="ttdef"><b>Definition:</b> device/tensor_fill.h:107</div></div>
</div><!-- fragment --></div><!-- contents -->
<!-- start footer part -->
<hr class="footer"/><address class="footer"><small>
Generated by &#160;<a href="http://www.doxygen.org/index.html">
<img class="footer" src="doxygen.png" alt="doxygen"/>
</a> 1.8.11
</small></address>
</body>
</html>
